knitr::opts_chunk$set(fig.width=14, fig.height=8, echo=TRUE, eval=TRUE, cache=TRUE,
warning=FALSE, message=FALSE,
cache.lazy = FALSE)
## Load packages
library(tidyverse)
library(knitr)
library(here)
library(ggplot2)
library(flowmix)
## Setup some plotting details
coul <- colorRampPalette(RColorBrewer::brewer.pal(8, "RdYlBu"))(25)
source("02-helpers.R")
## Some extra stuff, from: https://github.com/haozhu233/kableExtra/issues/265
options(kableExtra.auto_format = F)
## Setup locations
base = "02-estimate"
here::i_am("02-estimate.Rmd")
knitr::opts_chunk$set(fig.path = here::here("data", base, 'figures/'))
outputdir = here::here("data", base)
datadir = here::here("data", base)
outputdir_cytograms = here::here("data", "01-cytograms")
if(!dir.exists(outputdir)) dir.create(outputdir)
Summary
This document compiles and showcases the estimated models, which are from large-scale computation that occurred in a server.
The experiments were done using these settings:
- Number of clusters: default to 10.
- Size of time blocks: blocks of 5 hours
- Block 1 is: 1,…,5
- Block 2 is 6,…, 10. And so forth.
- Then, CV is done by using blocks {1, 6, 11, ..} as fold 1, {2, 7, 12, ..} as fold 2, and so on.
- The “radius” for the cluster means over time: a value of 1 seems to work well.
Here are some notes on computation:
- For KM1508, one iteration costs 2 or 2.5 seconds per iteration.
- On 500 cores, entire CV can be done in 15-30 minutes.
- Subsampling will take (100 subsamples x 30 min = 50 hrs = 1 day).
Experiments
Run scripts on server
For now, the scripts are placed on the USC CARC server. Two of the most relevant files:
~/scripts/flowmixapp/run-main.slurm which calls
~/scripts/flowmixapp/main.R.
Note to self: these scripts will eventually be made available directly in this repository.
Download model results
ONLY download the summary.RDS file.
all_cruise_id="KM1508 KM1512 KM1513 KOK1515 KM1518 KM1601 KM1602 KOK1604 KOK1606 KOK1607 KOK1608 KOK1609 MGL1704 KM1708 KM1709 KM1713 KM1717 KOK1801 KM1802 KOK1803 FK180310-1 FK180310-2"
for cruise_id in
do
echo $cruise_id
from=sangwonh@discovery.usc.edu:projdir/output/flowmixapp/data/02-estimate/$cruise_id/summaries/*.RDS
to=/home/sangwonh/repos/flowmixapp/data/02-estimate/$cruise_id/summaries/.
mkdir -p $to
rsync -auv $from $to
done
Cluster labels
First, here are some hand-labeled cluster labels:
## [1] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
| KM1508 |
10 |
NA |
9 |
7 |
6 |
2 |
NA |
NA |
NA |
NA |
1 |
4 |
NA |
8 |
3 |
5 |
NA |
NA |
NA |
NA |
| KM1512 |
10 |
NA |
9 |
NA |
7 |
8 |
NA |
NA |
1 |
3 |
6 |
2 |
NA |
4 |
NA |
NA |
5 |
NA |
NA |
NA |
| KM1513 |
8 |
NA |
10 |
NA |
7 |
6 |
NA |
NA |
NA |
5 |
1 |
3 |
NA |
NA |
NA |
NA |
2 |
9 |
4 |
NA |
| KOK1515 |
7 |
3 |
9 |
NA |
10 |
2 |
NA |
NA |
NA |
5 |
NA |
1 |
NA |
8 |
6 |
4 |
NA |
NA |
NA |
NA |
| KM1518 |
10 |
NA |
6 |
3 |
7 |
1 |
NA |
NA |
NA |
NA |
4 |
2 |
NA |
9 |
8 |
5 |
NA |
NA |
NA |
NA |
| KM1601 |
4 |
10 |
7 |
5 |
3 |
2 |
NA |
NA |
NA |
NA |
6 |
1 |
NA |
9 |
NA |
NA |
8 |
NA |
NA |
NA |
| KM1602 |
7 |
9 |
8 |
NA |
4 |
3 |
NA |
NA |
NA |
NA |
6 |
2 |
1 |
10 |
NA |
NA |
5 |
NA |
NA |
NA |
| KOK1604 |
10 |
NA |
2 |
NA |
6 |
1 |
NA |
9 |
NA |
NA |
4 |
7 |
5 |
8 |
NA |
NA |
3 |
NA |
NA |
NA |
| KOK1606 |
9 |
NA |
NA |
10 |
5 |
8 |
NA |
7 |
NA |
NA |
4 |
1 |
NA |
6 |
3 |
2 |
NA |
NA |
NA |
NA |
| KOK1607 |
10 |
NA |
8 |
9 |
4 |
3 |
NA |
NA |
NA |
NA |
5 |
6 |
7 |
1 |
NA |
NA |
2 |
NA |
NA |
NA |
| KOK1608 |
10 |
NA |
NA |
NA |
3 |
5 |
1 |
NA |
NA |
2 |
4 |
6 |
7 |
9 |
NA |
NA |
8 |
NA |
NA |
NA |
| KOK1609 |
7 |
NA |
NA |
5 |
1 |
3 |
NA |
NA |
NA |
4 |
NA |
9 |
2 |
6 |
10 |
8 |
NA |
NA |
NA |
NA |
| MGL1704 |
10 |
NA |
NA |
3 |
9 |
1 |
NA |
6 |
NA |
NA |
NA |
4 |
7 |
8 |
5 |
2 |
NA |
NA |
NA |
NA |
| KM1708 |
8 |
NA |
NA |
NA |
9 |
7 |
NA |
NA |
5 |
3 |
2 |
6 |
NA |
10 |
4 |
1 |
NA |
NA |
NA |
NA |
| KM1709 |
5 |
NA |
NA |
NA |
6 |
3 |
7 |
NA |
NA |
4 |
NA |
9 |
8 |
2 |
10 |
1 |
NA |
NA |
NA |
NA |
| KM1713 |
9 |
NA |
NA |
NA |
8 |
4 |
7 |
NA |
NA |
1 |
NA |
2 |
3 |
10 |
NA |
NA |
6 |
NA |
NA |
5 |
| KM1717 |
8 |
NA |
NA |
9 |
6 |
7 |
NA |
1 |
NA |
2 |
NA |
3 |
5 |
4 |
NA |
10 |
NA |
NA |
NA |
NA |
| KM1802 |
9 |
NA |
10 |
4 |
5 |
6 |
NA |
NA |
NA |
NA |
2 |
1 |
NA |
8 |
3 |
7 |
NA |
NA |
NA |
NA |
| KOK1801 |
9 |
NA |
NA |
NA |
4 |
3 |
6 |
NA |
NA |
NA |
2 |
1 |
5 |
10 |
7 |
8 |
NA |
NA |
NA |
NA |
| KOK1803 |
10 |
8 |
7 |
5 |
3 |
1 |
NA |
NA |
NA |
NA |
4 |
2 |
NA |
9 |
6 |
NA |
NA |
NA |
NA |
NA |
| FK180310-1 |
8 |
NA |
NA |
9 |
10 |
7 |
2 |
NA |
NA |
NA |
5 |
6 |
4 |
3 |
1 |
NA |
NA |
NA |
NA |
NA |
| FK180310-2 |
9 |
NA |
NA |
5 |
10 |
1 |
NA |
NA |
NA |
NA |
3 |
2 |
7 |
8 |
4 |
6 |
NA |
NA |
NA |
NA |
Estimated \(\pi\) and \(\mu\)
Next, we’ll make videos of model, and plots & tables of coefficients.
all_cruise_id = c(c("KM1508", "KM1512", "KM1513",
"KOK1515", "KM1518"),
c("KM1601", "KM1602", "KOK1604", "KOK1606"),
c("KOK1607", "KOK1608", "KOK1609"),
c("MGL1704", "KM1708", "KM1709", "KM1713", "KM1717", "KOK1801", "KM1802"),
c("KOK1803", "FK180310-1", "FK180310-2"))
## Too little data in 1805
## c("KM1712"), ## Need to download covariates, bin properly and run again.
numclust = 10
## Loop over all cruise IDs
for(cruise_id in all_cruise_id){
cat('## Model', cruise_id,' \n')
## Cluster labels
if(cruise_id %in% mapmat$cruise_id){
one_mapmat_long = mapmat_long %>% filter(cruise_id == !!(cruise_id)) %>% arrange(value) %>% na.omit()
stopifnot((one_mapmat_long %>% pull(value)) == (1:numclust))
cluster_labels = one_mapmat_long %>% pull(name)
} else {
cluster_labels = NULL
}
## Load model
bestres = load_model(cruise_id)
## Load cytogram data.
filename = paste0(cruise_id, "-datobj.RDS")
ybin_obj = readRDS(file = file.path(outputdir_cytograms, cruise_id, "data", filename))
ylist = ybin_obj$ylist
countslist = ybin_obj$biomass_list
## Create individual frames
dir.create(file.path(file.path(outputdir, cruise_id, "viz")))
TT = length(ylist)
for(tt in 1:TT){
g = plot_2d_threepanels(bestres, ylist, countslist, tt = tt,
labels = cluster_labels,
colours = c("white", "blue"),
cruise_id = cruise_id)
## Save one for the books
if(tt == 1){
plot(g)
}
## Save one for the books
filename = paste0("labeled-", tt, ".png")
plotfile = file.path(file.path(outputdir, cruise_id, "viz"), filename)
if(file.exists(plotfile)) next
ggsave(file = plotfile,
width = 12, height = 4,
units = "in", dpi = 300, g)
}
## Make video
videofile = file.path(outputdir, cruise_id, "viz", "3d-model.mp4")
if(!file.exists(videofile)){
cmd_change_directory <- paste0("cd ", file.path(file.path(outputdir, cruise_id, "viz")))
cmd_make_movie <- "ffmpeg -y -framerate 3 -i labeled-%d.png 3d-model.mp4"
system(paste0(cmd_change_directory, "; ", cmd_make_movie))
}
## Plot cluster probabilities
times = names(ylist)
plot_prob_ggplot(bestres, cluster_labels, times) %>% print()
## Embed video (not doing this anymore, due to large file size)
if(FALSE){
cat(paste0('<video width="1280" height="720" controls> <source src="',
videofile,
'" type="video/mp4"> </video>'))
}
cat('\n\n')
}
Model KM1508


Model KM1512


Model KM1513


Model KOK1515


Model KM1518


Model KM1601


Model KM1602


Model KOK1604


Model KOK1606


Model KOK1607


Model KOK1608


Model KOK1609


Model MGL1704


Model KM1708


Model KM1709


Model KM1713


Model KM1717


Model KOK1801


Model KM1802


Model KOK1803


Model FK180310-1


Model FK180310-2


Estimated \(\alpha\) and \(\beta\) coefficients
## These are the original /ordered/ labels
orig_cluster_labels = mapmat %>% colnames()
## Setup (assuming |ylist| exists)
cytogram_dimnames = ylist[[1]] %>% colnames()
for(cruise_id in all_cruise_id){
cat('## Tables', cruise_id,' \n')
## Cluster labels
one_mapmat_long = mapmat_long %>% filter(cruise_id == !!(cruise_id)) %>% arrange(value) %>% na.omit()
if(nrow(one_mapmat_long) == 0) next
stopifnot((one_mapmat_long %>% pull(value)) == (1:numclust))
cluster_labels = one_mapmat_long %>% pull(name)
## Load model
bestres = load_model(cruise_id)##, cluster_labels)
## Plot and print alpha coefficients
p = print_alpha(bestres, type = "plot", cluster_labels, orig_cluster_labels)
print(p)
tab = print_alpha(bestres, type = "table", cluster_labels, orig_cluster_labels) ##%>% print()
print(tab)
## Plot and print beta coefficients
p = plot_beta(bestres, cluster_labels, orig_cluster_labels, cytogram_dimnames)
plot(p)
p = print_beta(bestres, cluster_labels, orig_cluster_labels, cytogram_dimnames)
print(p)
cat('\n\n')
}
Tables KM1508

Alpha coefficients
| AOU_WOA_clim |
0.278 |
. |
. |
. |
. |
. |
. |
. |
-0.279 |
. |
| density_WOA_clim |
0.018 |
. |
-0.017 |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| oxygen_WOA_clim |
1.48 |
0.161 |
-1.392 |
-1.426 |
-0.8 |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
0.079 |
. |
-0.543 |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
-2.974 |
. |
| phosphate_WOA_clim |
-0.738 |
5.726 |
-7.423 |
-1.505 |
. |
. |
0.119 |
. |
. |
. |
| silicate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss_cruise |
-0.458 |
1.463 |
-2.018 |
-1.476 |
1.137 |
. |
. |
0.451 |
-0.733 |
1.169 |
| sst_cruise |
1.375 |
1.331 |
-5.502 |
-4.989 |
0.85 |
. |
. |
. |
. |
. |
| par |
-0.173 |
0.239 |
0.034 |
-0.287 |
0.157 |
0.081 |
0.016 |
-0.06 |
-0.241 |
-0.016 |
| par_3 |
-0.098 |
0.16 |
0.088 |
-0.022 |
0.178 |
. |
. |
0.011 |
-0.12 |
-0.006 |
| par_6 |
-0.071 |
0.132 |
0.125 |
-0.144 |
0.146 |
-0.066 |
0.003 |
. |
. |
-0.045 |
| par_9 |
0.029 |
0.15 |
. |
-0.117 |
0.149 |
. |
0.07 |
-0.011 |
-0.01 |
. |
| par_12 |
-0.045 |
0.024 |
0.008 |
. |
0.026 |
. |
-0.025 |
-0.032 |
-0.016 |
. |
| Si |
-0.78 |
12.306 |
. |
. |
. |
. |
-6.066 |
. |
. |
6.512 |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
-3.081 |
16.743 |
. |
. |
-12.679 |
. |
. |
. |
. |
. |
| PHYC |
-53.311 |
. |
. |
. |
17.307 |
. |
0.653 |
. |
. |
. |
| PO4 |
. |
1.707 |
. |
. |
-1.182 |
. |
. |
. |
. |
0.719 |
| O2 |
. |
. |
. |
. |
4.44 |
. |
. |
-0.091 |
. |
1.293 |
| sst |
0.276 |
. |
6.346 |
3.325 |
. |
-1.41 |
-0.163 |
. |
. |
. |
| Fe |
-0.024 |
. |
0.115 |
0.113 |
0.06 |
. |
0.053 |
-0.08 |
. |
. |
| PP |
. |
-6.821 |
3.255 |
1.225 |
. |
. |
. |
. |
. |
. |
| vgosa |
0.001 |
-0.168 |
-0.187 |
. |
0 |
0.06 |
. |
0.006 |
. |
. |
| vgos |
. |
. |
. |
. |
0 |
. |
. |
0.036 |
-0.011 |
. |
| sla |
. |
0.009 |
. |
. |
. |
. |
. |
. |
-0.189 |
. |
| ugosa |
-0.029 |
0.107 |
. |
0.118 |
. |
-0.017 |
. |
0.103 |
-0.082 |
0.057 |
| ugos |
. |
0 |
. |
. |
-0.042 |
. |
. |
. |
. |
. |
| wind_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
0.026 |
| eastward_wind |
0.07 |
-2.094 |
0.764 |
1.185 |
0.042 |
-0.11 |
. |
-1.022 |
. |
. |
| surface_downward_eastward_stress |
-1.3 |
0.422 |
-2.072 |
-3.16 |
. |
0.044 |
0.168 |
. |
0.169 |
-0.661 |
| wind_speed |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_northward_stress |
. |
0.455 |
. |
. |
. |
. |
. |
. |
. |
. |
| northward_wind |
0.196 |
0.037 |
. |
. |
-0.344 |
. |
-0.348 |
0.111 |
-0.209 |
. |
| sss |
-0.527 |
0.508 |
-0.239 |
-0.123 |
0.609 |
. |
. |
-0.031 |
0.017 |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
small-diam
|
small-chl
|
small-pe
|
syn-diam
|
syn-chl
|
syn-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg1-diam
|
bg1-chl
|
bg1-pe
|
bg2-diam
|
bg2-chl
|
bg2-pe
|
|
intp
|
0.762
|
1.881
|
0.395
|
0.935
|
1.114
|
0.336
|
2.709
|
3.037
|
2.707
|
5.085
|
6.392
|
0.547
|
6.111
|
7.349
|
1.328
|
7.495
|
5.154
|
6.282
|
7.132
|
3.038
|
2.336
|
3.475
|
1.228
|
0.486
|
5.315
|
3.876
|
1.447
|
4.958
|
2.683
|
3.703
|
|
AOU_WOA_clim
|
.
|
.
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.
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.
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.
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.
|
|
density_WOA_clim
|
-0.027
|
.
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o2sat_WOA_clim
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oxygen_WOA_clim
|
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salinity_WOA_clim
|
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conductivity_WOA_clim
|
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
.
|
.
|
.
|
.
|
.
|
0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
0.055
|
-0.052
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.115
|
-0.026
|
0.007
|
0.028
|
0.023
|
0.002
|
0.033
|
-0.016
|
.
|
.
|
-0.124
|
0.019
|
0.066
|
-0.027
|
0.092
|
.
|
-0.007
|
.
|
.
|
.
|
.
|
.
|
-0.004
|
0.008
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_3
|
0.082
|
.
|
0.007
|
0.046
|
0.011
|
0.004
|
0.067
|
-0.052
|
.
|
.
|
-0.113
|
0.001
|
0.146
|
-0.042
|
0.102
|
0.001
|
.
|
-0.013
|
.
|
.
|
.
|
.
|
-0.014
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_6
|
0.157
|
0.032
|
0.004
|
0.057
|
0.027
|
0.005
|
0.084
|
.
|
-0.032
|
0.054
|
-0.038
|
.
|
0.144
|
0.047
|
.
|
0.018
|
0
|
.
|
-0.003
|
.
|
-0.004
|
0.077
|
-0.003
|
0.007
|
.
|
0.057
|
0.045
|
.
|
.
|
.
|
|
par_9
|
0.096
|
0.061
|
0.002
|
0.043
|
0.03
|
0.002
|
0.037
|
.
|
-0.004
|
0.133
|
.
|
.
|
0.091
|
0.026
|
.
|
0.001
|
0.003
|
.
|
-0.009
|
0.03
|
.
|
0
|
.
|
0.002
|
0.008
|
.
|
0.015
|
.
|
.
|
.
|
|
par_12
|
0.028
|
-0.008
|
0.002
|
.
|
.
|
.
|
0.054
|
-0.034
|
-0.085
|
0.067
|
.
|
.
|
0.164
|
.
|
0.063
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.001
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
NO3
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PO4
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
O2
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
0.039
|
.
|
.
|
0.003
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.053
|
-0.054
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PP
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgosa
|
-0.085
|
.
|
.
|
-0.003
|
.
|
.
|
-0.037
|
.
|
.
|
-0.053
|
0.062
|
.
|
-0.072
|
.
|
0.01
|
.
|
.
|
.
|
-0.006
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgos
|
.
|
-0.065
|
.
|
-0.036
|
.
|
.
|
.
|
.
|
-0.01
|
.
|
.
|
0.009
|
.
|
-0.025
|
.
|
.
|
.
|
.
|
.
|
-0.001
|
.
|
.
|
-0.03
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sla
|
-0.052
|
.
|
.
|
-0.028
|
.
|
-0.003
|
.
|
.
|
.
|
-0.054
|
.
|
0.013
|
-0.064
|
.
|
-0.044
|
.
|
-0.006
|
.
|
.
|
.
|
.
|
.
|
-0.016
|
-0.001
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugosa
|
-0.063
|
.
|
.
|
-0.027
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.002
|
-0.015
|
.
|
.
|
.
|
.
|
0
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugos
|
.
|
-0.04
|
0.004
|
.
|
.
|
.
|
.
|
.
|
0.003
|
.
|
.
|
.
|
.
|
.
|
0.021
|
.
|
.
|
.
|
0.004
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
eastward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.02
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_speed
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.048
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.001
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_northward_stress
|
.
|
.
|
0.005
|
.
|
0.001
|
0.003
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.007
|
0.004
|
.
|
.
|
.
|
.
|
.
|
.
|
|
northward_wind
|
-0.029
|
0.009
|
.
|
-0.009
|
.
|
.
|
.
|
0.003
|
.
|
.
|
.
|
.
|
.
|
0.03
|
0.03
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.071
|
.
|
.
|
.
|
.
|
.
|
|
sss
|
0.134
|
-0.097
|
0.004
|
.
|
.
|
.
|
.
|
-0.077
|
.
|
.
|
.
|
0.008
|
.
|
-0.033
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
Tables KM1512

Alpha coefficients
| AOU_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| oxygen_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| phosphate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| silicate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_6 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_9 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_12 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Si |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PHYC |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PO4 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| O2 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Fe |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PP |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sla |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| eastward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_eastward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_speed |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_northward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| northward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
small-diam
|
small-chl
|
small-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
pico4_-diam
|
pico4_-chl
|
pico4_-pe
|
croco-diam
|
croco-chl
|
croco-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg-diam
|
bg-chl
|
bg-pe
|
|
intp
|
0.642
|
1.766
|
0.388
|
0.728
|
1.053
|
0.325
|
5.767
|
6.887
|
0.986
|
7.464
|
7.621
|
2.033
|
6.905
|
6.592
|
2.351
|
6.338
|
7.066
|
5.693
|
6.725
|
4.482
|
5.775
|
7.033
|
2.472
|
2.133
|
3.307
|
1.1
|
0.462
|
3.586
|
3.152
|
1.974
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
.
|
.
|
0.013
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
-0.072
|
-0.152
|
0.017
|
.
|
.
|
.
|
-0.06
|
.
|
0.007
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
0.879
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.051
|
-0.058
|
0.002
|
.
|
0.007
|
0.002
|
.
|
-0.049
|
0.109
|
.
|
.
|
0.07
|
.
|
0.064
|
0.002
|
-0.019
|
0.036
|
0.085
|
.
|
0.021
|
-0.002
|
.
|
.
|
.
|
.
|
.
|
0.005
|
-0.005
|
-0.005
|
.
|
|
par_3
|
0.103
|
-0.047
|
-0.003
|
0.025
|
0.007
|
.
|
0.237
|
-0.002
|
0.056
|
0.008
|
-0.034
|
0.018
|
-0.004
|
.
|
.
|
0.15
|
-0.125
|
0.081
|
.
|
0.001
|
.
|
.
|
-0.015
|
.
|
.
|
.
|
0.007
|
.
|
.
|
.
|
|
par_6
|
0.107
|
0.004
|
.
|
0.031
|
0.021
|
0.002
|
0.118
|
0.015
|
.
|
0.054
|
-0.002
|
-0.007
|
-0.021
|
-0.053
|
.
|
0.113
|
-0.1
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.013
|
0.049
|
.
|
.
|
.
|
0.019
|
0.001
|
|
par_9
|
0.15
|
0.044
|
0.002
|
0.075
|
0.003
|
.
|
0.187
|
0.004
|
0.014
|
.
|
-0.043
|
.
|
.
|
-0.01
|
.
|
0.247
|
-0.073
|
-0.264
|
.
|
.
|
.
|
0.003
|
0.017
|
.
|
0.195
|
0.004
|
0.001
|
0.075
|
.
|
.
|
|
par_12
|
-0.076
|
-0.042
|
.
|
0.003
|
-0.014
|
.
|
0.082
|
-0.028
|
-0.03
|
.
|
-0.042
|
0.029
|
0.017
|
.
|
.
|
0.104
|
-0.034
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.059
|
.
|
-0.088
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
NO3
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PO4
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
O2
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
-0.15
|
-0.058
|
0.005
|
0.03
|
.
|
0.002
|
-0.075
|
.
|
-0.076
|
-0.009
|
0.027
|
-0.033
|
-0.012
|
.
|
.
|
-0.038
|
0.062
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.003
|
.
|
-0.023
|
.
|
.
|
|
PP
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgosa
|
.
|
.
|
.
|
.
|
.
|
.
|
0.048
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgos
|
0.015
|
0.01
|
.
|
.
|
0.006
|
.
|
.
|
.
|
0.03
|
0.026
|
.
|
0.055
|
.
|
.
|
.
|
.
|
.
|
0.077
|
.
|
.
|
.
|
0.003
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sla
|
-0.337
|
.
|
0.007
|
.
|
.
|
.
|
-0.253
|
0.028
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugosa
|
-0.03
|
0.044
|
.
|
.
|
.
|
.
|
.
|
0.01
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugos
|
0.027
|
.
|
-0.002
|
-0.009
|
.
|
.
|
-0.09
|
.
|
.
|
-0.01
|
.
|
.
|
.
|
.
|
.
|
.
|
0.005
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.001
|
.
|
-0.053
|
.
|
0.113
|
|
wind_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.032
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
eastward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_speed
|
0.095
|
.
|
0
|
.
|
.
|
.
|
.
|
0.035
|
-0.125
|
.
|
0.031
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_northward_stress
|
0.195
|
.
|
-0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
northward_wind
|
.
|
-0.106
|
-0.008
|
-0.071
|
-0.03
|
-0.006
|
0.097
|
.
|
-0.103
|
0.002
|
-0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.028
|
.
|
-0.007
|
0.02
|
0.004
|
.
|
.
|
.
|
-0.014
|
-0.028
|
.
|
.
|
-0.032
|
|
sss
|
-1.023
|
.
|
.
|
-0.022
|
.
|
.
|
-0.378
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.137
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
Tables KM1513

Alpha coefficients
| AOU_WOA_clim |
0.111 |
. |
. |
. |
. |
. |
. |
. |
-1.653 |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
-0.215 |
. |
. |
. |
. |
. |
. |
. |
0.339 |
. |
| oxygen_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
-19.487 |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| phosphate_WOA_clim |
16.966 |
6.657 |
. |
. |
-29.246 |
. |
. |
. |
. |
-11.719 |
| silicate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss_cruise |
-2.514 |
. |
. |
. |
2.45 |
. |
. |
-0.031 |
-1.267 |
. |
| sst_cruise |
-2.594 |
. |
. |
. |
-0.007 |
. |
. |
. |
1.337 |
. |
| par |
. |
0.096 |
-0.082 |
0.175 |
0.659 |
. |
-0.131 |
-0.009 |
. |
. |
| par_3 |
-0.008 |
0.322 |
-0.054 |
0.175 |
0.41 |
-0.09 |
-0.003 |
-0.043 |
0.029 |
0.003 |
| par_6 |
. |
0.183 |
-0.07 |
0.155 |
0.154 |
. |
-0.048 |
-0.046 |
0.012 |
-0.017 |
| par_9 |
. |
0.058 |
-0.114 |
0.103 |
0.282 |
. |
0.033 |
-0.034 |
. |
-0.013 |
| par_12 |
-0.05 |
. |
. |
0.153 |
0.626 |
. |
. |
. |
-0.067 |
-0.027 |
| Si |
. |
-0.11 |
. |
0.623 |
-0.62 |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
. |
. |
. |
-38.843 |
-92.636 |
. |
7.941 |
. |
1.41 |
7.793 |
| PHYC |
. |
. |
-1.722 |
1.821 |
. |
. |
-3.87 |
3.268 |
. |
-35.197 |
| PO4 |
-5.123 |
. |
. |
. |
-3.943 |
. |
. |
. |
-1.532 |
0.412 |
| O2 |
-11.077 |
. |
. |
-0.137 |
. |
. |
2.118 |
. |
. |
2.301 |
| sst |
. |
0.261 |
. |
-3.617 |
-2.47 |
. |
. |
0.74 |
-2.325 |
-0.633 |
| Fe |
-0.003 |
. |
. |
0.072 |
. |
. |
. |
. |
. |
. |
| PP |
. |
3.363 |
. |
. |
-10.048 |
. |
. |
. |
. |
-0.238 |
| vgosa |
. |
0.013 |
. |
-0.001 |
-0.123 |
. |
0.012 |
. |
0.003 |
. |
| vgos |
-0.005 |
0.002 |
-0.066 |
. |
. |
. |
. |
-0.006 |
0.036 |
0.047 |
| sla |
0.22 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugosa |
0.001 |
-0.075 |
. |
-0.003 |
-0.233 |
. |
. |
. |
. |
. |
| ugos |
. |
. |
0.002 |
-0.011 |
. |
. |
. |
. |
. |
. |
| wind_stress |
0.038 |
. |
-0.009 |
. |
-0.039 |
-0.005 |
. |
-0.022 |
. |
0.003 |
| eastward_wind |
. |
. |
. |
-0.068 |
. |
0.021 |
. |
. |
. |
. |
| surface_downward_eastward_stress |
. |
. |
. |
. |
. |
0.069 |
. |
. |
. |
-0.008 |
| wind_speed |
0.146 |
. |
-0.089 |
. |
. |
. |
. |
-0.003 |
. |
. |
| surface_downward_northward_stress |
. |
. |
0.125 |
0.133 |
. |
0.052 |
-0.095 |
0.017 |
-0.075 |
-0.131 |
| northward_wind |
. |
0 |
. |
0.078 |
. |
0.04 |
-0.004 |
. |
. |
. |
| sss |
0.691 |
. |
-0.165 |
0.185 |
1.487 |
. |
-0.013 |
. |
-0.13 |
0.576 |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
small-diam
|
small-chl
|
small-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
croco-diam
|
croco-chl
|
croco-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
bg-diam
|
bg-chl
|
bg-pe
|
rest2_1-diam
|
rest2_1-chl
|
rest2_1-pe
|
rest2_2-diam
|
rest2_2-chl
|
rest2_2-pe
|
|
intp
|
1.22
|
1.656
|
0.369
|
0.961
|
1.451
|
0.675
|
5.17
|
5.945
|
0.748
|
6.734
|
7.178
|
1.388
|
6.724
|
7.201
|
5.821
|
6.352
|
4.447
|
5.795
|
6.967
|
3.78
|
2.777
|
3.852
|
2.441
|
2.704
|
1.972
|
0.98
|
0.371
|
5.618
|
1.456
|
0.692
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.486
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
-1.699
|
-0.443
|
.
|
.
|
.
|
.
|
.
|
.
|
0.04
|
.
|
.
|
0.007
|
.
|
-0.107
|
1.051
|
.
|
.
|
.
|
.
|
0
|
0.009
|
.
|
.
|
.
|
.
|
-0.001
|
.
|
0.027
|
.
|
.
|
|
o2sat_WOA_clim
|
-0.189
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.964
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.023
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
-0.614
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.041
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.477
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
0.278
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.095
|
.
|
.
|
-0.824
|
.
|
0.258
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
-1.83
|
-0.243
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.111
|
.
|
-0.635
|
-3.357
|
3.269
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
-0.007
|
-0.187
|
-0.003
|
0.003
|
-0.03
|
-0.01
|
-0.039
|
-0.146
|
0.032
|
0.056
|
-0.061
|
0.163
|
0.223
|
-0.133
|
-0.102
|
0
|
0.001
|
.
|
0.002
|
-0.043
|
.
|
.
|
.
|
.
|
.
|
0.008
|
.
|
.
|
-0.008
|
0.023
|
|
par_3
|
0.203
|
-0.01
|
0
|
0.016
|
-0.013
|
-0.059
|
0.008
|
-0.053
|
0.034
|
0.183
|
-0.034
|
0.08
|
0.191
|
-0.062
|
0.012
|
.
|
0.003
|
-0.015
|
0.036
|
-0.024
|
-0.005
|
.
|
-0.017
|
-0.031
|
-0.132
|
.
|
-0.003
|
0.042
|
-0.04
|
-0.026
|
|
par_6
|
0.128
|
0.008
|
-0.001
|
0.025
|
.
|
-0.032
|
0.024
|
0
|
0
|
0.085
|
-0.016
|
.
|
0.162
|
-0.132
|
-0.146
|
.
|
.
|
.
|
.
|
-0.028
|
.
|
0
|
-0.084
|
-0.068
|
-0.071
|
.
|
-0.001
|
0.034
|
-0.041
|
-0.007
|
|
par_9
|
0.104
|
0.004
|
0
|
0.053
|
0
|
-0.009
|
0.078
|
-0.002
|
0.012
|
0.125
|
-0.012
|
-0.045
|
0.262
|
-0.167
|
-0.273
|
0.002
|
-0.007
|
0
|
.
|
0
|
-0.069
|
0.013
|
.
|
-0.035
|
-0.013
|
.
|
-0.001
|
.
|
-0.016
|
-0.007
|
|
par_12
|
-0.091
|
-0.169
|
-0.001
|
-0.032
|
0.001
|
-0.001
|
.
|
-0.095
|
.
|
0.125
|
-0.092
|
0.105
|
0.279
|
-0.105
|
-0.205
|
0
|
0
|
-0.003
|
-0.007
|
.
|
0.003
|
0.007
|
-0.051
|
-0.124
|
0.072
|
0.009
|
0.003
|
-0.027
|
-0.002
|
.
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.089
|
.
|
.
|
.
|
-0.091
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
NO3
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PO4
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.025
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
O2
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.081
|
-1.091
|
1.789
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst
|
.
|
.
|
0.012
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.179
|
.
|
.
|
.
|
1.367
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.105
|
.
|
.
|
.
|
.
|
0
|
|
Fe
|
-0.168
|
0.077
|
-0.003
|
.
|
.
|
.
|
.
|
.
|
-0.001
|
-0.038
|
0.092
|
.
|
-0.296
|
-0.044
|
.
|
.
|
.
|
.
|
-0.103
|
0.146
|
-0.055
|
.
|
.
|
.
|
.
|
.
|
-0.002
|
.
|
.
|
.
|
|
PP
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgosa
|
-0.361
|
0.026
|
.
|
.
|
.
|
-0.006
|
0.022
|
.
|
.
|
.
|
.
|
-0.018
|
-0.76
|
0.031
|
-0.036
|
.
|
.
|
-0.001
|
.
|
.
|
-0.147
|
.
|
.
|
-0.003
|
.
|
.
|
-0.001
|
0.095
|
.
|
.
|
|
vgos
|
0.421
|
0.072
|
0
|
-0.004
|
.
|
.
|
.
|
.
|
0.017
|
0.012
|
-0.02
|
.
|
0.922
|
-0.025
|
0.044
|
.
|
.
|
.
|
0.012
|
.
|
-0.022
|
.
|
.
|
.
|
-0.115
|
.
|
.
|
.
|
0.034
|
-0.035
|
|
sla
|
0.167
|
0.099
|
0.002
|
-0.025
|
.
|
.
|
-0.041
|
0.165
|
0.025
|
-0.002
|
0.063
|
0.01
|
0.226
|
-0.001
|
-0.022
|
-0.002
|
.
|
0.009
|
0.063
|
-0.055
|
0.107
|
0.058
|
0.001
|
0.091
|
0.003
|
-0.006
|
0.002
|
0.042
|
-0.013
|
.
|
|
ugosa
|
0.631
|
.
|
0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.024
|
.
|
0.153
|
-0.383
|
.
|
-0.003
|
.
|
.
|
.
|
.
|
-0.014
|
.
|
-0.042
|
.
|
.
|
.
|
.
|
.
|
0.001
|
|
ugos
|
-0.701
|
-0.052
|
.
|
.
|
0
|
0.013
|
.
|
.
|
.
|
.
|
-0.04
|
.
|
-0.039
|
-0.154
|
0.375
|
.
|
.
|
.
|
.
|
.
|
0.002
|
.
|
.
|
.
|
.
|
-0.004
|
0.003
|
.
|
.
|
.
|
|
wind_stress
|
.
|
0.479
|
0.039
|
0.066
|
0.013
|
.
|
.
|
.
|
.
|
.
|
0.09
|
.
|
.
|
0.162
|
0.89
|
0.001
|
.
|
0.007
|
.
|
0.001
|
-0.075
|
.
|
.
|
0.106
|
-0.051
|
.
|
.
|
0.038
|
0.017
|
-0.099
|
|
eastward_wind
|
.
|
.
|
0.025
|
.
|
.
|
.
|
.
|
.
|
0.012
|
.
|
.
|
0.302
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
0.191
|
.
|
.
|
.
|
.
|
-0.002
|
.
|
.
|
.
|
.
|
-0.314
|
.
|
0.095
|
-0.004
|
-0.07
|
.
|
.
|
.
|
.
|
-0.007
|
0.193
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.16
|
.
|
|
wind_speed
|
0.308
|
-0.191
|
-0.03
|
.
|
0.003
|
0.003
|
.
|
.
|
.
|
0.07
|
-0.308
|
-0.098
|
0.236
|
-0.027
|
-0.925
|
0.005
|
.
|
.
|
0.019
|
0.025
|
.
|
.
|
0.1
|
.
|
-0.134
|
.
|
-0.01
|
.
|
.
|
.
|
|
surface_downward_northward_stress
|
-0.51
|
-0.014
|
-0.002
|
0
|
-0.076
|
-0.018
|
0.025
|
-0.199
|
-0.019
|
0.098
|
-0.117
|
-0.084
|
-0.141
|
-0.158
|
.
|
.
|
-0.014
|
-0.004
|
.
|
-0.035
|
.
|
.
|
-0.221
|
-0.17
|
.
|
-0.001
|
-0.007
|
.
|
.
|
-0.013
|
|
northward_wind
|
0.548
|
.
|
.
|
.
|
.
|
.
|
0.046
|
.
|
.
|
.
|
.
|
.
|
0.264
|
0.165
|
-0.125
|
.
|
.
|
.
|
.
|
.
|
-0.097
|
.
|
.
|
.
|
0.015
|
.
|
.
|
.
|
.
|
-0.016
|
|
sss
|
.
|
.
|
0.011
|
.
|
0.003
|
0.06
|
.
|
.
|
.
|
-0.047
|
.
|
.
|
0.539
|
0.483
|
0.108
|
.
|
.
|
.
|
.
|
.
|
0
|
.
|
0.007
|
.
|
.
|
0.002
|
.
|
.
|
0.009
|
.
|
Tables KOK1515

Alpha coefficients
| Si |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PHYC |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PO4 |
. |
. |
25.164 |
. |
. |
. |
. |
1.189 |
. |
. |
| O2 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| AOU_WOA_clim |
. |
. |
36.319 |
-1.688 |
. |
. |
. |
. |
0.649 |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
-0.954 |
. |
| oxygen_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| phosphate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| silicate_WOA_clim |
. |
136.373 |
182.985 |
-3.473 |
-89.071 |
-124.416 |
-34.538 |
23.946 |
. |
. |
| sss_cruise |
. |
0.904 |
. |
-0.253 |
-2.85 |
. |
. |
. |
0.738 |
. |
| sst_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par |
. |
. |
0.128 |
-0.078 |
0.135 |
0.093 |
-0.176 |
-0.246 |
-0.08 |
. |
| par_3 |
0.02 |
0.043 |
. |
-0.201 |
. |
0.589 |
-0.006 |
. |
-0.066 |
. |
| par_6 |
0.192 |
. |
. |
. |
0.163 |
. |
-0.006 |
-0.178 |
. |
. |
| par_9 |
0.081 |
. |
. |
. |
0.261 |
0.707 |
-0.017 |
0 |
. |
. |
| par_12 |
0.039 |
0.083 |
-0.103 |
0.012 |
. |
0.01 |
-0.022 |
-0.087 |
. |
. |
| sst |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Fe |
. |
. |
. |
. |
. |
. |
0.246 |
0.05 |
. |
. |
| PP |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgosa |
. |
. |
. |
. |
. |
. |
. |
0.518 |
. |
. |
| vgos |
-0.183 |
-0.347 |
2.491 |
. |
. |
. |
. |
. |
. |
. |
| sla |
0.342 |
1.732 |
-3.527 |
-0.533 |
. |
. |
. |
1.162 |
. |
. |
| ugosa |
-0.237 |
-0.187 |
. |
. |
0.198 |
. |
0.156 |
. |
. |
. |
| ugos |
. |
. |
. |
. |
. |
. |
. |
0.149 |
. |
. |
| sss |
. |
. |
. |
. |
0.244 |
. |
. |
-0.043 |
. |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
pro2-diam
|
pro2-chl
|
pro2-pe
|
small-diam
|
small-chl
|
small-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
croco-diam
|
croco-chl
|
croco-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg1-diam
|
bg1-chl
|
bg1-pe
|
bg2-diam
|
bg2-chl
|
bg2-pe
|
|
intp
|
2.049
|
2.521
|
0.159
|
1.79
|
2.394
|
0.978
|
1.112
|
1.884
|
0.871
|
5.159
|
6.308
|
1.373
|
7.158
|
7.203
|
1.915
|
6.535
|
7.404
|
6.375
|
7.14
|
3.484
|
2.655
|
3.601
|
2.179
|
1.042
|
5.241
|
3.983
|
4.343
|
1.422
|
2.75
|
1.015
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
NO3
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PO4
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
O2
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
0.532
|
.
|
.
|
0.302
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.121
|
-0.106
|
.
|
0.149
|
-0.083
|
0.007
|
0.076
|
0.113
|
-0.016
|
.
|
-0.013
|
.
|
0.12
|
-0.071
|
0.072
|
0.089
|
-0.083
|
.
|
-0.009
|
-0.055
|
.
|
.
|
-0.026
|
0.001
|
-0.245
|
-0.059
|
-0.013
|
0.045
|
.
|
.
|
|
par_3
|
0.091
|
.
|
0.021
|
0.071
|
-0.012
|
0.007
|
.
|
.
|
0.008
|
.
|
-0.071
|
.
|
0.096
|
-0.03
|
-0.003
|
0.23
|
-0.088
|
0.138
|
-0.073
|
.
|
-0.068
|
0.031
|
0
|
0.002
|
-0.18
|
-0.103
|
-0.024
|
0.023
|
.
|
.
|
|
par_6
|
0.121
|
0.002
|
.
|
0.101
|
.
|
.
|
.
|
0
|
.
|
0.073
|
.
|
0.004
|
0.093
|
-0.097
|
-0.032
|
0.093
|
-0.15
|
-0.147
|
-0.017
|
0.099
|
-0.002
|
0.027
|
.
|
.
|
.
|
.
|
-0.075
|
.
|
.
|
.
|
|
par_9
|
0.059
|
.
|
0.003
|
0.066
|
.
|
0.017
|
0.023
|
.
|
-0.018
|
.
|
-0.028
|
.
|
0.118
|
0.04
|
0.057
|
0.146
|
-0.011
|
-0.128
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.01
|
-0.004
|
.
|
.
|
.
|
|
par_12
|
-0.026
|
-0.024
|
.
|
-0.013
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.129
|
-0.054
|
.
|
0.151
|
-0.101
|
.
|
.
|
0.024
|
.
|
-0.02
|
0.018
|
.
|
-0.012
|
.
|
0.013
|
.
|
.
|
.
|
|
sst
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
.
|
.
|
-0.016
|
-0.03
|
-0.004
|
0.03
|
.
|
.
|
-0.006
|
-0.187
|
.
|
.
|
.
|
-0.041
|
-0.086
|
.
|
-0.011
|
-0.103
|
0.115
|
.
|
-0.063
|
-0.208
|
-0.014
|
-0.059
|
.
|
.
|
-0.054
|
.
|
.
|
.
|
|
PP
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgosa
|
-0.136
|
-0.07
|
.
|
-0.046
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.14
|
.
|
.
|
.
|
-0.015
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgos
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.018
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sla
|
-0.164
|
-0.491
|
-0.734
|
-0.121
|
.
|
0.026
|
0.04
|
.
|
.
|
.
|
.
|
.
|
0.884
|
-0.221
|
.
|
0.394
|
-0.496
|
-0.25
|
.
|
.
|
.
|
-0.26
|
.
|
-0.091
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugosa
|
-0.086
|
.
|
.
|
.
|
.
|
.
|
0.035
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugos
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss
|
.
|
.
|
.
|
0.057
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
Tables KM1518

Alpha coefficients
| AOU_WOA_clim |
. |
-1.245 |
. |
. |
. |
. |
. |
. |
. |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
0.005 |
. |
. |
. |
. |
. |
. |
. |
. |
| oxygen_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| phosphate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| silicate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst_cruise |
-1.961 |
. |
. |
. |
1.828 |
3.789 |
. |
. |
. |
. |
| par |
0.063 |
0.126 |
. |
. |
. |
. |
. |
. |
. |
. |
| par_3 |
0.021 |
0.006 |
. |
. |
. |
. |
. |
-0.013 |
. |
. |
| par_6 |
0.13 |
. |
. |
. |
0.163 |
. |
. |
-0.001 |
. |
. |
| par_9 |
. |
. |
. |
. |
0.034 |
. |
. |
. |
. |
. |
| par_12 |
-0.052 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Si |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PHYC |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PO4 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| O2 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Fe |
. |
-0.105 |
. |
. |
. |
. |
. |
. |
. |
. |
| PP |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgosa |
. |
. |
. |
. |
. |
. |
. |
0.109 |
. |
. |
| vgos |
. |
. |
. |
. |
. |
. |
. |
0.016 |
. |
. |
| sla |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugosa |
0.037 |
-0.249 |
. |
. |
. |
. |
. |
. |
. |
. |
| ugos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_stress |
. |
. |
. |
. |
-0.245 |
. |
. |
. |
. |
. |
| eastward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_eastward_stress |
-0.216 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_speed |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_northward_stress |
. |
0.045 |
. |
-0.311 |
-0.148 |
. |
-0.12 |
. |
. |
. |
| northward_wind |
0.334 |
. |
. |
. |
. |
. |
. |
0.087 |
. |
. |
| sss |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
small-diam
|
small-chl
|
small-pe
|
syn-diam
|
syn-chl
|
syn-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg1-diam
|
bg1-chl
|
bg1-pe
|
bg2-diam
|
bg2-chl
|
bg2-pe
|
|
intp
|
0.795
|
2.105
|
0.396
|
0.83
|
1.084
|
0.423
|
2.583
|
3.697
|
3.624
|
4.587
|
6.27
|
0.546
|
6.844
|
7.194
|
1.236
|
7.156
|
6.181
|
6.16
|
7.009
|
2.903
|
1.963
|
2.529
|
1.054
|
0.365
|
3.804
|
2.174
|
2.555
|
2.11
|
2.128
|
0.686
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
-0.064
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
0.093
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.132
|
-0.076
|
.
|
0.049
|
0.015
|
0.003
|
.
|
.
|
.
|
.
|
.
|
0.006
|
.
|
.
|
0.08
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_3
|
0.108
|
-0.023
|
-0.006
|
0.044
|
0.006
|
-0.005
|
0.031
|
.
|
.
|
.
|
.
|
.
|
0.043
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.003
|
|
par_6
|
0.246
|
0.091
|
.
|
0.073
|
.
|
-0.003
|
0.043
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.041
|
.
|
.
|
-0.02
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_9
|
0.041
|
.
|
.
|
0.016
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.021
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_12
|
0.006
|
-0.055
|
-0.001
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
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Si
|
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NO3
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CHL
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PHYC
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PO4
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O2
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sst
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.
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Fe
|
0.095
|
0.077
|
0.004
|
.
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PP
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vgosa
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.
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.
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|
|
vgos
|
.
|
.
|
-0.008
|
-0.014
|
-0.013
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.002
|
0.083
|
.
|
0.048
|
-0.406
|
.
|
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sla
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|
.
|
|
ugosa
|
0.027
|
0.005
|
.
|
.
|
.
|
-0.008
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.082
|
0.114
|
.
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ugos
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.
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.
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|
wind_stress
|
-0.044
|
.
|
-0.006
|
.
|
.
|
-0.014
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.041
|
.
|
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|
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|
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.
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.
|
.
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.
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.
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.
|
.
|
.
|
|
eastward_wind
|
.
|
.
|
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|
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|
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|
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.
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.
|
|
surface_downward_eastward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
|
|
wind_speed
|
.
|
.
|
.
|
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.
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.
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.
|
.
|
.
|
.
|
|
surface_downward_northward_stress
|
0.089
|
.
|
0.019
|
.
|
.
|
0.01
|
.
|
.
|
.
|
.
|
.
|
.
|
0.058
|
.
|
.
|
0.098
|
.
|
.
|
0.099
|
.
|
.
|
-0.059
|
.
|
0.003
|
.
|
.
|
.
|
.
|
.
|
.
|
|
northward_wind
|
.
|
0.108
|
.
|
.
|
.
|
.
|
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.
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.
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.
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.
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.
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.
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.
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|
|
sss
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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Tables KM1601

Alpha coefficients
| AOU_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| oxygen_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| phosphate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| silicate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_6 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_9 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_12 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Si |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PHYC |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PO4 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| O2 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Fe |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PP |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sla |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| eastward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_eastward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_speed |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_northward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| northward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
pro2-diam
|
pro2-chl
|
pro2-pe
|
small-diam
|
small-chl
|
small-pe
|
syn-diam
|
syn-chl
|
syn-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg-diam
|
bg-chl
|
bg-pe
|
|
intp
|
1.025
|
2.203
|
0.333
|
0.802
|
1.706
|
0.533
|
0.967
|
1.017
|
0.326
|
2.778
|
3.513
|
3.356
|
4.942
|
6.184
|
0.558
|
6.2
|
7.395
|
1.227
|
7.423
|
5.169
|
6.385
|
6.868
|
3.09
|
2.237
|
3.534
|
1.146
|
0.423
|
4.145
|
2.437
|
2.288
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.107
|
-0.052
|
.
|
0.051
|
-0.001
|
.
|
0.025
|
.
|
.
|
.
|
.
|
0.038
|
.
|
.
|
0.005
|
-0.002
|
.
|
0.054
|
.
|
.
|
0.002
|
.
|
.
|
.
|
.
|
-0.009
|
.
|
.
|
.
|
.
|
|
par_3
|
0.084
|
-0.085
|
.
|
0.068
|
.
|
.
|
0.042
|
.
|
0.002
|
0.098
|
-0.009
|
.
|
0.107
|
.
|
0.029
|
0.239
|
.
|
0.092
|
.
|
.
|
.
|
0.018
|
.
|
.
|
.
|
-0.011
|
.
|
.
|
.
|
.
|
|
par_6
|
0.18
|
0.043
|
0.007
|
0.114
|
.
|
0.001
|
0.038
|
0.004
|
0.003
|
0.099
|
-0.028
|
.
|
0.158
|
.
|
0.007
|
0.053
|
0.004
|
0.004
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0
|
.
|
.
|
.
|
.
|
|
par_9
|
0.086
|
0.056
|
-0.002
|
0.089
|
0.049
|
.
|
0.042
|
0.002
|
.
|
0.028
|
.
|
-0.027
|
.
|
.
|
.
|
0.14
|
0.013
|
0.043
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_12
|
0.028
|
-0.07
|
.
|
0.023
|
.
|
.
|
.
|
.
|
.
|
0.031
|
.
|
-0.007
|
.
|
-0.021
|
.
|
0.12
|
-0.039
|
0.006
|
.
|
0.002
|
.
|
-0.011
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
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|
.
|
.
|
.
|
.
|
|
NO3
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
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|
.
|
.
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|
PO4
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
O2
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
|
.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
-0.013
|
-0.167
|
-0.007
|
.
|
.
|
-0.008
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.113
|
.
|
.
|
.
|
.
|
-0.007
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PP
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgosa
|
.
|
-0.141
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.036
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgos
|
-0.025
|
-0.14
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.029
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sla
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugosa
|
.
|
.
|
.
|
.
|
.
|
0.002
|
.
|
.
|
.
|
.
|
.
|
0.049
|
.
|
.
|
.
|
-0.021
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugos
|
0.046
|
.
|
0.006
|
0.02
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
eastward_wind
|
-0.059
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_speed
|
-0.014
|
-0.041
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.009
|
.
|
.
|
.
|
.
|
-0.006
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_northward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
northward_wind
|
-0.069
|
0.009
|
0.015
|
.
|
.
|
0.023
|
.
|
.
|
0.012
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.118
|
.
|
.
|
.
|
.
|
.
|
-0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
Tables KM1602

Alpha coefficients
| AOU_WOA_clim |
. |
. |
. |
. |
. |
-0.078 |
. |
. |
. |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
-0.061 |
| o2sat_WOA_clim |
. |
. |
. |
. |
. |
0.007 |
. |
. |
-0.001 |
. |
| oxygen_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
-0.132 |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
0.438 |
| nitrate_WOA_clim |
3.073 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| phosphate_WOA_clim |
. |
. |
. |
. |
. |
-0.005 |
. |
. |
0.038 |
. |
| silicate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss_cruise |
0.258 |
. |
-0.541 |
. |
. |
0.014 |
. |
-3.819 |
-0.114 |
. |
| sst_cruise |
. |
. |
1.932 |
-0.864 |
-0.45 |
-0.164 |
. |
0.16 |
0.563 |
. |
| par |
. |
0.002 |
0.149 |
-0.021 |
0.114 |
. |
-0.119 |
. |
. |
. |
| par_3 |
-0.025 |
0.007 |
0.082 |
. |
0.347 |
. |
-0.007 |
0.171 |
-0.106 |
. |
| par_6 |
0.013 |
0.001 |
. |
-0.184 |
0.207 |
. |
. |
. |
-0.081 |
. |
| par_9 |
0.033 |
. |
-0.018 |
-0.002 |
0.199 |
. |
0.032 |
0.174 |
-0.019 |
-0.049 |
| par_12 |
-0.08 |
-0.044 |
. |
0.04 |
0.11 |
. |
. |
0.154 |
-0.003 |
. |
| Si |
-8.281 |
. |
. |
. |
0.662 |
. |
. |
-3.231 |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
24.824 |
. |
-58.119 |
. |
53.798 |
. |
. |
. |
. |
. |
| PHYC |
. |
. |
. |
-0.072 |
. |
. |
. |
. |
. |
. |
| PO4 |
. |
0.983 |
7.019 |
. |
. |
. |
-2.619 |
. |
. |
. |
| O2 |
-0.012 |
. |
. |
1.523 |
. |
. |
. |
. |
. |
. |
| sst |
0.312 |
. |
. |
. |
. |
-0.301 |
. |
0.244 |
. |
1.761 |
| Fe |
0.357 |
. |
. |
. |
. |
. |
. |
. |
. |
0.088 |
| PP |
0.031 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgosa |
-0.057 |
-0.013 |
-0.054 |
. |
0.094 |
. |
. |
. |
0.027 |
. |
| vgos |
. |
. |
. |
0.11 |
0.116 |
. |
. |
-0.506 |
. |
. |
| sla |
0.007 |
0.001 |
0.078 |
. |
. |
. |
. |
-0.124 |
. |
. |
| ugosa |
. |
. |
. |
. |
0.111 |
. |
. |
. |
. |
. |
| ugos |
. |
. |
-0.028 |
. |
0.09 |
. |
. |
-0.343 |
. |
. |
| wind_stress |
. |
. |
. |
. |
. |
-0.151 |
. |
. |
. |
0.053 |
| eastward_wind |
. |
. |
. |
. |
0.057 |
. |
0.035 |
-0.106 |
-0.603 |
. |
| surface_downward_eastward_stress |
. |
. |
0.329 |
. |
. |
. |
. |
. |
. |
. |
| wind_speed |
-0.134 |
. |
0.257 |
. |
. |
. |
. |
. |
0.066 |
. |
| surface_downward_northward_stress |
. |
. |
. |
. |
. |
0.001 |
. |
. |
. |
-0.002 |
| northward_wind |
. |
. |
. |
. |
. |
. |
. |
-0.945 |
. |
. |
| sss |
. |
. |
0.536 |
0.72 |
. |
. |
. |
-2.974 |
. |
-0.214 |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
pro2-diam
|
pro2-chl
|
pro2-pe
|
small-diam
|
small-chl
|
small-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest1_2-diam
|
rest1_2-chl
|
rest1_2-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg-diam
|
bg-chl
|
bg-pe
|
|
intp
|
0.851
|
2.092
|
0.31
|
0.77
|
1.938
|
0.521
|
0.695
|
1.067
|
0.338
|
4.705
|
6.129
|
0.541
|
5.945
|
7.402
|
1.25
|
7.267
|
5.099
|
6.303
|
6.821
|
3.364
|
2.609
|
6.208
|
1.64
|
1.038
|
2.806
|
1.085
|
0.385
|
3.061
|
2.677
|
2.759
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
-0.005
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.004
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
0.046
|
0.033
|
0.019
|
0.016
|
.
|
.
|
0.025
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
-0.668
|
.
|
-0.002
|
.
|
.
|
.
|
-0.044
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.12
|
-0.069
|
0.001
|
0.074
|
-0.068
|
0.008
|
0.062
|
.
|
0.002
|
.
|
-0.024
|
0.015
|
.
|
-0.017
|
0.075
|
-0.051
|
-0.005
|
.
|
.
|
-0.029
|
0.004
|
.
|
-0.009
|
.
|
.
|
-0.001
|
.
|
.
|
.
|
0.044
|
|
par_3
|
0.074
|
-0.083
|
-0.003
|
0.039
|
-0.061
|
.
|
0.071
|
.
|
.
|
0.032
|
-0.093
|
.
|
0.238
|
-0.036
|
0.053
|
.
|
.
|
-0.007
|
.
|
.
|
0.024
|
.
|
0.025
|
.
|
.
|
-0.006
|
.
|
.
|
-0.006
|
.
|
|
par_6
|
0.199
|
.
|
0.002
|
0.106
|
.
|
.
|
0.078
|
0.002
|
.
|
0.061
|
.
|
0.008
|
0.067
|
0.004
|
.
|
.
|
.
|
.
|
.
|
0.137
|
0.004
|
.
|
.
|
.
|
.
|
-0.005
|
.
|
.
|
.
|
.
|
|
par_9
|
0.08
|
-0.004
|
0
|
0.07
|
.
|
0.001
|
0.072
|
0.008
|
.
|
0.113
|
.
|
0.002
|
0.127
|
0.011
|
0.019
|
0.022
|
.
|
0.005
|
.
|
.
|
.
|
0.19
|
0.032
|
0.012
|
0.043
|
.
|
.
|
0.033
|
-0.016
|
.
|
|
par_12
|
0.04
|
-0.028
|
-0.002
|
0.023
|
-0.014
|
-0.001
|
0.003
|
.
|
-0.002
|
.
|
-0.011
|
.
|
0.155
|
-0.028
|
0.034
|
0.005
|
0.026
|
.
|
.
|
.
|
-0.004
|
.
|
0.329
|
0.107
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
NO3
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PO4
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
O2
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
0.03
|
.
|
.
|
0.001
|
.
|
0.012
|
.
|
.
|
.
|
-0.127
|
.
|
.
|
0.046
|
0.002
|
0.016
|
.
|
.
|
.
|
.
|
.
|
0.12
|
.
|
-0.036
|
.
|
-0.09
|
.
|
.
|
.
|
0.001
|
-0.043
|
|
PP
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgosa
|
-0.015
|
-0.001
|
.
|
-0.013
|
.
|
-0.001
|
.
|
.
|
.
|
.
|
.
|
-0.001
|
-0.062
|
.
|
-0.021
|
.
|
.
|
.
|
-0.007
|
.
|
.
|
.
|
0.044
|
0.048
|
.
|
.
|
-0.003
|
.
|
.
|
.
|
|
vgos
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sla
|
-0.044
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugosa
|
.
|
.
|
0.003
|
.
|
.
|
.
|
.
|
.
|
0.005
|
.
|
.
|
.
|
-0.026
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.007
|
-0.107
|
-0.026
|
-0.242
|
-0.103
|
.
|
.
|
.
|
.
|
.
|
0.008
|
|
ugos
|
0.031
|
.
|
0.003
|
0.004
|
.
|
.
|
0.026
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
eastward_wind
|
-0.023
|
-0.004
|
-0.016
|
.
|
.
|
-0.024
|
-0.005
|
.
|
-0.009
|
0.004
|
.
|
.
|
0.028
|
-0.091
|
.
|
.
|
0.001
|
.
|
0.026
|
.
|
.
|
.
|
.
|
.
|
0.114
|
0.008
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
-0.03
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_speed
|
-0.062
|
.
|
-0.009
|
.
|
.
|
.
|
.
|
0.003
|
-0.001
|
.
|
.
|
.
|
.
|
-0.028
|
.
|
.
|
.
|
-0.016
|
.
|
.
|
.
|
.
|
-0.09
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_northward_stress
|
.
|
.
|
.
|
.
|
.
|
0.004
|
.
|
.
|
0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.015
|
.
|
.
|
-0.014
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.024
|
.
|
.
|
.
|
0.043
|
|
northward_wind
|
-0.047
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.168
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.166
|
-0.302
|
-0.139
|
.
|
.
|
.
|
.
|
-0.093
|
.
|
|
sss
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.211
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.77
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
Tables KOK1604

Alpha coefficients
| AOU_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
0.404 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| oxygen_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| phosphate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| silicate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par |
. |
. |
. |
0.116 |
. |
. |
. |
-0.067 |
. |
. |
| par_3 |
0.05 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_6 |
0.141 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_9 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_12 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Si |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PHYC |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PO4 |
2.099 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| O2 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Fe |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PP |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sla |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_stress |
. |
. |
. |
-0.219 |
. |
. |
. |
. |
. |
. |
| eastward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_eastward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_speed |
. |
. |
. |
-0.001 |
. |
. |
. |
. |
. |
. |
| surface_downward_northward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| northward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
small-diam
|
small-chl
|
small-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
pico3_-diam
|
pico3_-chl
|
pico3_-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest1_2-diam
|
rest1_2-chl
|
rest1_2-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg-diam
|
bg-chl
|
bg-pe
|
|
intp
|
1.939
|
2.755
|
0.81
|
1.445
|
1.766
|
0.808
|
5.257
|
6.677
|
1.205
|
6.069
|
7.216
|
1.677
|
5.151
|
6.052
|
1.375
|
7.125
|
5.321
|
6.333
|
7.3
|
5.81
|
4.32
|
6.637
|
2.932
|
2.157
|
4.256
|
2.086
|
1.06
|
3.849
|
3.182
|
3.293
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
0.217
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.102
|
-0.103
|
-0.001
|
0.041
|
-0.018
|
.
|
0.184
|
-0.01
|
0.185
|
0.125
|
.
|
0.124
|
.
|
.
|
-0.018
|
.
|
-0.007
|
-0.03
|
-0.002
|
.
|
.
|
.
|
-0.039
|
-0.003
|
.
|
-0.023
|
.
|
.
|
-0.015
|
0
|
|
par_3
|
0.129
|
0.024
|
.
|
0.039
|
.
|
.
|
0.114
|
-0.03
|
0.005
|
0.089
|
-0.041
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.003
|
-0.13
|
.
|
.
|
-0.014
|
.
|
-0.01
|
.
|
.
|
.
|
-0.045
|
0.02
|
.
|
|
par_6
|
0.185
|
0.15
|
0.008
|
0.072
|
0.042
|
0.002
|
0.249
|
0.211
|
0.082
|
0.112
|
-0.047
|
-0.041
|
0.057
|
.
|
.
|
0.006
|
.
|
.
|
.
|
.
|
.
|
-0.028
|
.
|
.
|
.
|
.
|
.
|
.
|
0.099
|
.
|
|
par_9
|
.
|
-0.066
|
.
|
.
|
.
|
.
|
0.043
|
0.02
|
0.036
|
0.085
|
.
|
0.045
|
.
|
.
|
.
|
0.015
|
0.018
|
0
|
.
|
.
|
.
|
-0.043
|
.
|
0.013
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_12
|
-0.02
|
0.064
|
.
|
-0.017
|
.
|
.
|
-0.022
|
-0.01
|
-0.014
|
0.123
|
0.013
|
0.012
|
.
|
-0.055
|
0.005
|
0.052
|
0.002
|
.
|
.
|
.
|
.
|
0.029
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
NO3
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PO4
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
O2
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
-0.057
|
.
|
0.004
|
.
|
.
|
.
|
-0.061
|
.
|
.
|
.
|
0.05
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PP
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgosa
|
.
|
-0.005
|
.
|
.
|
.
|
.
|
-0.033
|
.
|
.
|
0.025
|
0.012
|
0.003
|
.
|
-0.024
|
.
|
.
|
.
|
-0.01
|
.
|
.
|
.
|
-0.012
|
0.051
|
.
|
-0.022
|
.
|
.
|
.
|
.
|
-0.052
|
|
vgos
|
-0.043
|
-0.017
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sla
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugosa
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugos
|
-0.045
|
.
|
.
|
-0.011
|
0.005
|
.
|
-0.019
|
0.037
|
.
|
-0.005
|
.
|
-0.035
|
0.016
|
.
|
.
|
.
|
0.005
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.025
|
.
|
.
|
.
|
0.022
|
.
|
.
|
|
wind_stress
|
-0.121
|
-0.06
|
-0.003
|
-0.025
|
.
|
.
|
-0.065
|
0.069
|
-0.003
|
.
|
0.007
|
.
|
-0.01
|
-0.001
|
-0.008
|
.
|
.
|
.
|
.
|
.
|
.
|
0.052
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.014
|
|
eastward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_speed
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_northward_stress
|
0.059
|
.
|
0.004
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
|
.
|
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|
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|
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|
.
|
.
|
.
|
.
|
.
|
.
|
|
northward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss
|
.
|
.
|
.
|
.
|
.
|
.
|
0.191
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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|
.
|
Tables KOK1606

Alpha coefficients
| AOU_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
-0.04 |
. |
. |
| density_WOA_clim |
-0.216 |
. |
-0.35 |
. |
0.038 |
-0.345 |
. |
0.245 |
. |
. |
| o2sat_WOA_clim |
. |
-1 |
. |
-0.009 |
. |
. |
. |
. |
. |
. |
| oxygen_WOA_clim |
. |
0.308 |
. |
. |
. |
. |
0.12 |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
-6.542 |
0.233 |
-0.043 |
0.237 |
-0.948 |
-1.068 |
0.043 |
0.423 |
-0.998 |
2.122 |
| phosphate_WOA_clim |
0.675 |
-0.09 |
-1.166 |
. |
. |
. |
. |
. |
. |
. |
| silicate_WOA_clim |
. |
-0.229 |
. |
-0.236 |
0.241 |
. |
. |
. |
0.118 |
-1.663 |
| sss_cruise |
0.219 |
. |
-0.755 |
0.481 |
1.08 |
0.252 |
-1.282 |
-0.628 |
. |
-0.091 |
| sst_cruise |
0.722 |
-0.934 |
-1.378 |
0.21 |
. |
. |
. |
. |
. |
-0.621 |
| par |
0.053 |
0.073 |
0.034 |
0.046 |
. |
. |
-0.014 |
-0.008 |
. |
-0.095 |
| par_3 |
0.123 |
0.056 |
-0.076 |
0.323 |
0.063 |
-0.032 |
. |
-0.023 |
. |
. |
| par_6 |
0.03 |
0.023 |
-0.091 |
0.055 |
. |
. |
-0.155 |
-0.127 |
-0.026 |
0.019 |
| par_9 |
0.025 |
0.093 |
-0.292 |
0.155 |
0.004 |
-0.109 |
-0.044 |
-0.014 |
. |
. |
| par_12 |
. |
-0.082 |
0.089 |
. |
0.014 |
-0.058 |
-0.107 |
-0.099 |
. |
0.061 |
| Si |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
0.876 |
. |
4.094 |
. |
. |
. |
. |
. |
. |
. |
| PHYC |
. |
2.372 |
. |
0.053 |
. |
. |
-0.365 |
. |
. |
-0.584 |
| PO4 |
0.305 |
-0.275 |
-0.915 |
0.161 |
. |
. |
. |
. |
-0.099 |
. |
| O2 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst |
-0.884 |
. |
. |
-0.579 |
. |
. |
0.24 |
0.489 |
. |
. |
| Fe |
0.317 |
-0.74 |
0.388 |
0.381 |
-0.204 |
0.479 |
-0.128 |
. |
. |
. |
| PP |
0.003 |
. |
. |
. |
. |
. |
-0.026 |
. |
. |
-0.056 |
| vgosa |
. |
0.014 |
. |
-0.066 |
. |
. |
. |
. |
. |
. |
| vgos |
0.024 |
. |
-0.03 |
. |
. |
. |
0.051 |
0.022 |
-0.018 |
. |
| sla |
. |
0.205 |
0.169 |
-0.025 |
0.038 |
. |
-0.355 |
-0.198 |
0.123 |
-0.052 |
| ugosa |
0.312 |
-0.534 |
0.058 |
. |
-0.021 |
. |
. |
. |
. |
. |
| ugos |
-0.319 |
0.814 |
. |
0.02 |
. |
-0.018 |
-0.043 |
. |
0.024 |
. |
| wind_stress |
. |
0.166 |
-0.143 |
. |
. |
. |
0.044 |
-0.016 |
-0.126 |
. |
| eastward_wind |
. |
-0.453 |
. |
. |
. |
. |
. |
0.02 |
. |
-0.001 |
| surface_downward_eastward_stress |
0.071 |
. |
0.045 |
0.163 |
0.296 |
. |
-0.206 |
-0.303 |
. |
-0.089 |
| wind_speed |
-0.121 |
0.003 |
-0.046 |
0.091 |
-0.251 |
0.054 |
0.004 |
. |
-0.167 |
. |
| surface_downward_northward_stress |
. |
-0.026 |
. |
. |
. |
-0.24 |
. |
0.009 |
. |
. |
| northward_wind |
-0.25 |
-0.067 |
0.001 |
-0.104 |
0.086 |
0 |
0 |
0.104 |
-0.172 |
0.026 |
| sss |
0.639 |
0.065 |
-0.012 |
. |
0.24 |
. |
. |
-0.005 |
. |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
syn-diam
|
syn-chl
|
syn-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
pico3_-diam
|
pico3_-chl
|
pico3_-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg1-diam
|
bg1-chl
|
bg1-pe
|
bg2-diam
|
bg2-chl
|
bg2-pe
|
|
intp
|
1.427
|
2.825
|
0.808
|
2.816
|
3.958
|
3.64
|
4.435
|
6.491
|
1.02
|
5.494
|
7.13
|
1.507
|
4.617
|
5.634
|
1.129
|
7.153
|
5.458
|
6.484
|
6.873
|
3.337
|
2.635
|
3.374
|
1.802
|
0.921
|
4.784
|
3.422
|
3.591
|
6.45
|
6.246
|
2.662
|
|
AOU_WOA_clim
|
0.088
|
.
|
-0.011
|
0.025
|
.
|
0.012
|
.
|
.
|
.
|
0.315
|
.
|
.
|
.
|
.
|
-0.025
|
.
|
.
|
-0.003
|
-0.055
|
-0.004
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.268
|
0.131
|
.
|
|
density_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.003
|
.
|
0.11
|
.
|
.
|
.
|
.
|
.
|
0.006
|
.
|
.
|
-0.045
|
.
|
0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
.
|
0.007
|
.
|
.
|
.
|
.
|
.
|
0.016
|
.
|
.
|
-0.024
|
-0.013
|
.
|
.
|
.
|
.
|
.
|
.
|
0.063
|
.
|
.
|
0.009
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
-0.054
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
0.045
|
.
|
.
|
0.14
|
.
|
-0.062
|
-0.085
|
-0.187
|
-0.03
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.011
|
.
|
0.01
|
.
|
.
|
0.011
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
0.145
|
0.023
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
.
|
-0.007
|
.
|
0.037
|
-0.219
|
-0.277
|
0.021
|
-0.075
|
.
|
0.15
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.053
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
-0.354
|
-0.07
|
-0.032
|
.
|
-0.12
|
.
|
0.275
|
0.27
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.016
|
-0.141
|
-0.002
|
.
|
.
|
-0.044
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.016
|
-0.128
|
-0.004
|
0.006
|
-0.02
|
0.022
|
0.024
|
-0.097
|
0.053
|
0.021
|
-0.03
|
0.105
|
.
|
-0.014
|
.
|
.
|
.
|
-0.041
|
0.003
|
-0.053
|
-0.032
|
-0.018
|
.
|
-0.003
|
.
|
-0.005
|
.
|
.
|
.
|
.
|
|
par_3
|
0.073
|
-0.034
|
.
|
0.039
|
-0.065
|
-0.026
|
0.04
|
-0.082
|
.
|
0.029
|
-0.061
|
.
|
0.032
|
.
|
-0.001
|
.
|
.
|
-0.007
|
-0.016
|
-0.004
|
-0.017
|
.
|
-0.006
|
.
|
.
|
-0.001
|
.
|
-0.048
|
.
|
.
|
|
par_6
|
0.048
|
.
|
.
|
0.04
|
-0.014
|
.
|
0.051
|
-0.01
|
.
|
0.023
|
0
|
-0.01
|
0.061
|
0.027
|
-0.006
|
0.033
|
-0.001
|
.
|
-0.008
|
.
|
.
|
.
|
.
|
.
|
-0.008
|
.
|
.
|
-0.09
|
-0.017
|
.
|
|
par_9
|
0.078
|
.
|
.
|
0.033
|
-0.001
|
-0.009
|
0.029
|
.
|
0
|
0.025
|
-0.018
|
.
|
.
|
.
|
.
|
.
|
0.008
|
-0.02
|
.
|
.
|
0.007
|
.
|
.
|
.
|
.
|
.
|
-0.053
|
.
|
-0.01
|
.
|
|
par_12
|
-0.034
|
-0.009
|
0
|
-0.016
|
-0.042
|
-0.032
|
-0.005
|
-0.007
|
.
|
0.008
|
-0.012
|
0.012
|
.
|
.
|
.
|
.
|
.
|
.
|
0.006
|
0.014
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.004
|
.
|
.
|
-0.002
|
|
Si
|
0.09
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
NO3
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PO4
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.248
|
.
|
.
|
.
|
-0.011
|
.
|
.
|
.
|
.
|
.
|
.
|
0.002
|
0.081
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
O2
|
-0.049
|
.
|
.
|
.
|
.
|
.
|
-0.247
|
.
|
.
|
.
|
-0.064
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst
|
.
|
-0.13
|
.
|
.
|
.
|
.
|
-0.052
|
.
|
0.008
|
0.228
|
-0.069
|
0.069
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
-0.075
|
-0.009
|
-0.005
|
-0.101
|
-0.127
|
-0.216
|
.
|
.
|
.
|
-0.231
|
-0.003
|
.
|
-0.064
|
.
|
.
|
-0.016
|
.
|
.
|
.
|
.
|
-0.031
|
.
|
.
|
.
|
.
|
.
|
.
|
0.14
|
.
|
.
|
|
PP
|
.
|
0.132
|
0.012
|
.
|
0.097
|
0.13
|
0.099
|
0.106
|
0.012
|
.
|
.
|
-0.037
|
-0.1
|
0.168
|
0.02
|
0.1
|
0.054
|
0.115
|
0.047
|
0.021
|
0.144
|
0.139
|
0.019
|
.
|
0.126
|
0.286
|
0.101
|
-0.007
|
.
|
0.207
|
|
vgosa
|
0.004
|
0.021
|
0.003
|
.
|
0.035
|
0.018
|
.
|
.
|
-0.002
|
0.017
|
-0.001
|
-0.001
|
.
|
.
|
.
|
0.011
|
.
|
.
|
0.007
|
.
|
.
|
.
|
.
|
.
|
.
|
0.013
|
.
|
.
|
.
|
.
|
|
vgos
|
.
|
.
|
.
|
0.008
|
.
|
.
|
-0.02
|
-0.028
|
.
|
.
|
.
|
.
|
.
|
-0.005
|
-0.002
|
.
|
-0.011
|
.
|
.
|
.
|
-0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
0.021
|
.
|
0
|
|
sla
|
-0.002
|
0.013
|
0.002
|
0.02
|
0.072
|
0.049
|
-0.069
|
-0.19
|
-0.028
|
0.027
|
0.033
|
-0.007
|
0.057
|
0.031
|
.
|
.
|
0.003
|
0.009
|
-0.049
|
.
|
0.019
|
0.147
|
0.008
|
0.021
|
.
|
0.008
|
.
|
-0.191
|
.
|
.
|
|
ugosa
|
0.008
|
0.015
|
0.002
|
.
|
0.067
|
.
|
0.006
|
.
|
.
|
.
|
.
|
.
|
-0.007
|
0.032
|
.
|
.
|
.
|
.
|
.
|
.
|
0.017
|
.
|
.
|
-0.001
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugos
|
.
|
.
|
.
|
0.014
|
.
|
0.129
|
.
|
-0.007
|
-0.005
|
0.054
|
0.018
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.003
|
0.024
|
.
|
.
|
.
|
.
|
.
|
0.032
|
.
|
.
|
.
|
0.046
|
|
wind_stress
|
.
|
.
|
.
|
.
|
-0.068
|
-0.059
|
.
|
.
|
.
|
0.202
|
.
|
0.006
|
.
|
-0.046
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.026
|
.
|
.
|
.
|
.
|
.
|
0.01
|
-0.144
|
.
|
|
eastward_wind
|
.
|
.
|
.
|
-0.017
|
.
|
0.001
|
-0.034
|
0.126
|
.
|
-0.17
|
.
|
.
|
.
|
.
|
.
|
0.072
|
.
|
.
|
.
|
.
|
.
|
.
|
0.003
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
.
|
0.017
|
.
|
.
|
0.015
|
0.063
|
0.179
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.001
|
.
|
0.001
|
.
|
0.003
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_speed
|
0.048
|
.
|
.
|
.
|
.
|
.
|
.
|
0.001
|
0.013
|
-0.032
|
0.022
|
.
|
-0.095
|
.
|
.
|
-0.01
|
.
|
0.011
|
-0.034
|
.
|
0.021
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.029
|
|
surface_downward_northward_stress
|
0.012
|
.
|
.
|
0.04
|
-0.056
|
-0.13
|
0.008
|
-0.032
|
.
|
0.183
|
0.008
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.007
|
0.008
|
0.005
|
.
|
0.009
|
.
|
0.006
|
.
|
.
|
0.121
|
0.002
|
.
|
.
|
|
northward_wind
|
-0.092
|
-0.105
|
-0.007
|
-0.082
|
-0.162
|
-0.137
|
.
|
-0.072
|
-0.003
|
0.003
|
.
|
0.045
|
.
|
-0.03
|
.
|
0.004
|
.
|
-0.005
|
.
|
.
|
-0.012
|
.
|
0.006
|
.
|
.
|
-0.039
|
.
|
0.02
|
.
|
.
|
|
sss
|
-0.089
|
.
|
.
|
.
|
-0.165
|
-0.375
|
.
|
-0.398
|
.
|
.
|
.
|
0.139
|
0.032
|
.
|
.
|
.
|
-0.065
|
.
|
-0.039
|
-0.135
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.127
|
Tables KOK1607

Alpha coefficients
| AOU_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| oxygen_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| phosphate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| silicate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_6 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_9 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_12 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Si |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PHYC |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PO4 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| O2 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Fe |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PP |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sla |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| eastward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_eastward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_speed |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_northward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| northward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
small-diam
|
small-chl
|
small-pe
|
syn-diam
|
syn-chl
|
syn-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest1_2-diam
|
rest1_2-chl
|
rest1_2-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg-diam
|
bg-chl
|
bg-pe
|
|
intp
|
1.224
|
2.689
|
0.754
|
1.544
|
1.438
|
0.753
|
2.588
|
3.495
|
3.198
|
5.033
|
6.284
|
1.463
|
6.092
|
7.272
|
1.864
|
6.519
|
5.067
|
6.052
|
6.846
|
3.167
|
2.391
|
6.257
|
2.805
|
2.066
|
3.386
|
2.07
|
1.032
|
5.48
|
4.676
|
4.044
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.037
|
-0.122
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.047
|
0.078
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_3
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.019
|
.
|
.
|
.
|
.
|
.
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.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
|
par_6
|
0.142
|
.
|
.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.007
|
.
|
.
|
.
|
.
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.
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.
|
.
|
.
|
.
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.
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.
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.
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.
|
.
|
|
par_9
|
0.019
|
0.003
|
.
|
.
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.
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|
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.
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.
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.
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.
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par_12
|
.
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Si
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NO3
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CHL
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PHYC
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O2
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sst
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PP
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vgosa
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.
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.
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0.003
|
.
|
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|
vgos
|
0.027
|
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|
sla
|
0.047
|
0.005
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.037
|
.
|
.
|
.
|
.
|
.
|
-0.001
|
.
|
.
|
-0.008
|
.
|
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|
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|
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|
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|
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|
.
|
.
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|
ugosa
|
.
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|
ugos
|
.
|
-0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.005
|
.
|
.
|
.
|
0
|
-0.009
|
.
|
.
|
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|
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|
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.
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.
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.
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|
wind_stress
|
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.
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.
|
|
eastward_wind
|
.
|
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|
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|
.
|
.
|
|
surface_downward_eastward_stress
|
.
|
.
|
.
|
.
|
.
|
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|
.
|
.
|
.
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.
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.
|
|
wind_speed
|
.
|
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.
|
|
surface_downward_northward_stress
|
.
|
.
|
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|
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|
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.
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.
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.
|
|
northward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.026
|
.
|
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|
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sss
|
.
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.
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Tables KOK1608

Alpha coefficients
| AOU_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| oxygen_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| phosphate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| silicate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_6 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_9 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_12 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Si |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PHYC |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PO4 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| O2 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Fe |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PP |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sla |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| eastward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_eastward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_speed |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_northward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| northward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
pico2_2-diam
|
pico2_2-chl
|
pico2_2-pe
|
croco-diam
|
croco-chl
|
croco-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest1_2-diam
|
rest1_2-chl
|
rest1_2-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg-diam
|
bg-chl
|
bg-pe
|
|
intp
|
0.847
|
2.265
|
0.727
|
4.961
|
5.973
|
1.133
|
6.588
|
7.073
|
1.702
|
5.855
|
6.79
|
1.434
|
5.722
|
7.008
|
5.576
|
6.563
|
4.736
|
5.788
|
6.554
|
2.967
|
2.246
|
5.837
|
3.035
|
1.733
|
2.777
|
1.836
|
0.779
|
3.485
|
2.888
|
2.905
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
-0.143
|
.
|
.
|
.
|
.
|
.
|
-0.081
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.473
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.011
|
-0.099
|
.
|
.
|
-0.019
|
0.002
|
0.005
|
0.003
|
0.1
|
0.037
|
-0.037
|
0.123
|
.
|
0.013
|
0.037
|
.
|
.
|
-0.019
|
-0.001
|
-0.079
|
.
|
-0.024
|
-0.14
|
-0.025
|
.
|
.
|
0.004
|
-0.077
|
-0.077
|
-0.052
|
|
par_3
|
0.127
|
.
|
0.005
|
0.078
|
-0.072
|
.
|
0.034
|
.
|
0.036
|
0.099
|
-0.084
|
0
|
0.173
|
-0.139
|
0.139
|
.
|
-0.006
|
-0.002
|
.
|
.
|
-0.023
|
.
|
.
|
.
|
.
|
0.004
|
0.02
|
-0.127
|
0.077
|
-0.046
|
|
par_6
|
0.07
|
0.002
|
0
|
0.133
|
.
|
0.019
|
0.01
|
-0.043
|
.
|
0.097
|
-0.038
|
0.039
|
0.114
|
-0.109
|
.
|
.
|
.
|
.
|
0.001
|
.
|
.
|
0.004
|
0.068
|
.
|
-0.146
|
.
|
.
|
.
|
0.055
|
.
|
|
par_9
|
0.142
|
0.04
|
.
|
0.136
|
0.028
|
0.001
|
0.021
|
0.022
|
.
|
0.049
|
0.005
|
-0.041
|
0.097
|
-0.033
|
-0.265
|
0.012
|
.
|
-0.022
|
-0.001
|
-0.028
|
.
|
.
|
0.113
|
0.021
|
.
|
-0.008
|
-0.004
|
.
|
.
|
.
|
|
par_12
|
-0.033
|
.
|
0.005
|
.
|
-0.005
|
-0.003
|
0.028
|
-0.031
|
0.072
|
0.118
|
-0.081
|
0.043
|
0.224
|
-0.096
|
.
|
.
|
.
|
.
|
-0.004
|
.
|
.
|
-0.033
|
.
|
.
|
.
|
.
|
.
|
0.027
|
-0.028
|
.
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
NO3
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PO4
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
O2
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
0.168
|
0.012
|
.
|
.
|
.
|
.
|
-0.002
|
0.003
|
-0.03
|
-0.013
|
-0.005
|
-0.118
|
0.196
|
0.029
|
-0.02
|
0.001
|
.
|
.
|
.
|
0.053
|
.
|
-0.006
|
0.053
|
.
|
0.14
|
.
|
.
|
-0.03
|
.
|
-0.146
|
|
PP
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgosa
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.044
|
-0.077
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgos
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.08
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sla
|
.
|
.
|
.
|
.
|
.
|
-0.012
|
.
|
-0.019
|
.
|
0
|
.
|
.
|
0.043
|
-0.042
|
0.096
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.031
|
.
|
0.209
|
|
ugosa
|
0.077
|
.
|
.
|
-0.006
|
-0.06
|
.
|
0.006
|
.
|
.
|
.
|
.
|
.
|
0.105
|
-0.006
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.007
|
0.106
|
.
|
.
|
.
|
.
|
.
|
|
ugos
|
.
|
0.075
|
0.005
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.069
|
.
|
.
|
.
|
.
|
.
|
-0.004
|
.
|
-0.002
|
0.024
|
.
|
-0.114
|
.
|
.
|
0.067
|
.
|
0.002
|
.
|
.
|
.
|
|
wind_stress
|
0.41
|
0.154
|
0.021
|
-0.43
|
-0.376
|
-0.15
|
.
|
-0.006
|
-0.029
|
.
|
-0.232
|
-0.282
|
0.64
|
.
|
.
|
.
|
.
|
.
|
-0.013
|
-0.002
|
-0.204
|
-0.338
|
.
|
-0.065
|
1.242
|
0.107
|
0.047
|
.
|
0.183
|
.
|
|
eastward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.311
|
.
|
0.144
|
-0.009
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_speed
|
.
|
.
|
.
|
-0.066
|
.
|
.
|
.
|
.
|
-0.094
|
-0.038
|
.
|
.
|
.
|
0.134
|
.
|
.
|
.
|
.
|
.
|
-0.063
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.378
|
.
|
0.061
|
|
surface_downward_northward_stress
|
.
|
.
|
.
|
.
|
0.028
|
.
|
0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.009
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.046
|
.
|
.
|
.
|
|
northward_wind
|
0.195
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.024
|
.
|
-0.14
|
0.332
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.067
|
.
|
.
|
0.127
|
0.016
|
-0.136
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
Tables KOK1609

Alpha coefficients
| AOU_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| oxygen_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
-6.874 |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
12.341 |
. |
-6.694 |
-1.674 |
. |
2.595 |
. |
. |
. |
. |
| phosphate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| silicate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss_cruise |
4.08 |
-1.46 |
. |
. |
. |
. |
. |
. |
. |
-0.354 |
| sst_cruise |
. |
. |
0.366 |
. |
. |
-0.245 |
. |
. |
. |
. |
| par |
0.043 |
. |
0.052 |
. |
0.074 |
-0.049 |
-0.09 |
-0.04 |
. |
. |
| par_3 |
0.146 |
. |
0.478 |
. |
0.69 |
. |
. |
-0.018 |
. |
. |
| par_6 |
0.122 |
. |
. |
0.088 |
. |
-0.019 |
. |
-0.066 |
-0.033 |
. |
| par_9 |
0.103 |
. |
0.215 |
. |
0.174 |
-0.006 |
. |
-0.01 |
-0.002 |
. |
| par_12 |
-0.038 |
. |
0.226 |
. |
0.255 |
. |
. |
. |
. |
. |
| Si |
-0.368 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
-20.898 |
-10.723 |
. |
2.333 |
55.727 |
. |
. |
. |
. |
. |
| PHYC |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PO4 |
. |
. |
. |
0.403 |
-0.129 |
. |
. |
. |
. |
. |
| O2 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Fe |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PP |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgosa |
. |
. |
0.086 |
. |
. |
. |
. |
. |
. |
. |
| vgos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sla |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugosa |
0.015 |
. |
0.53 |
-0.231 |
. |
-0.009 |
. |
. |
. |
. |
| ugos |
0.291 |
. |
. |
. |
. |
. |
0.088 |
. |
. |
. |
| wind_stress |
. |
0.266 |
. |
. |
0.211 |
. |
. |
. |
. |
. |
| eastward_wind |
. |
. |
. |
. |
. |
. |
0.049 |
. |
. |
. |
| surface_downward_eastward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_speed |
-0.317 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_northward_stress |
-0.017 |
. |
-0.089 |
0.02 |
. |
. |
. |
. |
. |
. |
| northward_wind |
0 |
. |
. |
. |
0.16 |
. |
. |
. |
. |
. |
| sss |
0.282 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
syn-diam
|
syn-chl
|
syn-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
croco-diam
|
croco-chl
|
croco-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest1_2-diam
|
rest1_2-chl
|
rest1_2-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg1-diam
|
bg1-chl
|
bg1-pe
|
bg2-diam
|
bg2-chl
|
bg2-pe
|
|
intp
|
0.954
|
2.324
|
0.713
|
2.666
|
3.205
|
2.887
|
6.352
|
7.017
|
1.563
|
5.202
|
6.48
|
1.217
|
5.627
|
6.937
|
5.763
|
6.19
|
2.512
|
1.708
|
6.511
|
4.992
|
4.311
|
3.448
|
1.982
|
0.974
|
4.93
|
3.324
|
4.287
|
3.667
|
4.744
|
2.24
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.005
|
-0.024
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.077
|
-0.062
|
.
|
.
|
.
|
.
|
.
|
-0.001
|
0.074
|
.
|
.
|
0.051
|
.
|
.
|
0.072
|
.
|
-0.027
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_3
|
0.055
|
-0.032
|
.
|
.
|
.
|
.
|
.
|
-0.067
|
.
|
0.029
|
-0.141
|
.
|
0.172
|
-0.194
|
0.058
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_6
|
0.153
|
.
|
.
|
.
|
.
|
.
|
0.034
|
-0.03
|
-0.015
|
0.106
|
-0.031
|
.
|
0.116
|
-0.086
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_9
|
0.089
|
.
|
.
|
.
|
.
|
.
|
0.011
|
-0.033
|
-0.011
|
0.049
|
-0.052
|
-0.022
|
0.13
|
-0.072
|
-0.258
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_12
|
-0.028
|
.
|
.
|
.
|
.
|
.
|
0.004
|
-0.052
|
.
|
.
|
-0.023
|
.
|
0.2
|
-0.084
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
NO3
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PO4
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
O2
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
|
.
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.
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.
|
.
|
.
|
.
|
.
|
|
sst
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
-0.017
|
.
|
.
|
.
|
.
|
.
|
0.005
|
0.014
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.033
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PP
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgosa
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.026
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgos
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
|
.
|
.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sla
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
.
|
.
|
|
ugosa
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
.
|
|
ugos
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.006
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
eastward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_speed
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_northward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
northward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.022
|
.
|
.
|
.
|
.
|
.
|
-0.097
|
0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
.
|
.
|
Tables MGL1704

Alpha coefficients
| AOU_WOA_clim |
. |
0.02 |
0.014 |
-0.004 |
-0.036 |
. |
-0.063 |
-0.146 |
0.021 |
0.028 |
| density_WOA_clim |
. |
. |
3.787 |
. |
-0.64 |
0.107 |
. |
. |
0.023 |
-0.507 |
| o2sat_WOA_clim |
-0.083 |
. |
-1.972 |
0.493 |
0.97 |
. |
. |
0.342 |
-0.132 |
-0.001 |
| oxygen_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
0.034 |
. |
. |
| salinity_WOA_clim |
1.516 |
0.223 |
. |
. |
. |
. |
-0.148 |
-0.023 |
. |
-0.915 |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
-2.264 |
-0.248 |
0.455 |
. |
. |
0.103 |
0.001 |
. |
0.069 |
| phosphate_WOA_clim |
-1.835 |
. |
. |
. |
. |
. |
. |
. |
. |
0.034 |
| silicate_WOA_clim |
3.764 |
-0.157 |
-2.949 |
-1.349 |
-1.298 |
0.157 |
0.253 |
2.224 |
0.814 |
-0.28 |
| sss_cruise |
-0.092 |
0.044 |
-0.128 |
0.001 |
-0.025 |
0.137 |
0.132 |
0.074 |
-0.001 |
-0.015 |
| sst_cruise |
1.096 |
-0.415 |
-3.745 |
-0.567 |
. |
. |
0.032 |
0.636 |
. |
0.837 |
| par |
-0.069 |
0.144 |
0.101 |
0.142 |
-0.073 |
-0.046 |
. |
-0.107 |
. |
0.008 |
| par_3 |
0.036 |
-0.032 |
0.22 |
0.019 |
-0.019 |
-0.087 |
0.037 |
0.118 |
-0.019 |
-0.087 |
| par_6 |
0.11 |
0.047 |
0.072 |
-0.002 |
0.04 |
0.002 |
-0.156 |
-0.16 |
-0.1 |
-0.106 |
| par_9 |
. |
0.118 |
0.31 |
0.139 |
-0.209 |
-0.022 |
. |
-0.113 |
-0.005 |
0.029 |
| par_12 |
0.001 |
0.066 |
0.018 |
. |
. |
. |
-0.031 |
-0.071 |
. |
-0.166 |
| Si |
. |
3.82 |
. |
1.393 |
1.757 |
-0.226 |
0.885 |
-0.703 |
-1.038 |
. |
| NO3 |
1.088 |
. |
. |
. |
-0.316 |
. |
. |
. |
. |
. |
| CHL |
. |
. |
-4.739 |
-3.856 |
3.746 |
. |
-0.005 |
0.354 |
2.397 |
3.836 |
| PHYC |
-0.782 |
. |
4.619 |
-0.427 |
. |
. |
. |
0.436 |
. |
. |
| PO4 |
1.082 |
. |
-0.782 |
0.165 |
-0.37 |
. |
-0.512 |
. |
0.001 |
. |
| O2 |
-0.913 |
. |
. |
0.411 |
. |
0.037 |
. |
. |
0.006 |
. |
| sst |
. |
. |
-1.326 |
0.554 |
-0.465 |
0.012 |
. |
0.81 |
. |
-0.017 |
| Fe |
. |
-0.055 |
1.944 |
0.179 |
. |
-0.026 |
0.214 |
0.258 |
-0.129 |
-0.235 |
| PP |
. |
-0.363 |
. |
0.181 |
-1.081 |
. |
-0.237 |
0.058 |
0.02 |
0.258 |
| vgosa |
. |
0.044 |
0.3 |
. |
-0.152 |
. |
. |
-0.079 |
-0.026 |
. |
| vgos |
-0.029 |
. |
. |
0.23 |
0.026 |
0.009 |
-0.167 |
-0.277 |
. |
. |
| sla |
-0.197 |
-1.198 |
0.763 |
0.017 |
0.002 |
-0.148 |
-0.002 |
0.122 |
-0.085 |
0.031 |
| ugosa |
. |
. |
0.132 |
0.533 |
-0.103 |
-0.197 |
-0.132 |
. |
. |
0.432 |
| ugos |
-0.067 |
0.224 |
-0.667 |
-0.475 |
. |
0.207 |
0.215 |
0.045 |
. |
-0.307 |
| wind_stress |
-0.306 |
-0.825 |
0.893 |
0.006 |
. |
-0.01 |
. |
0.16 |
. |
. |
| eastward_wind |
0.244 |
0.089 |
-0.982 |
-0.895 |
. |
-0.019 |
-0.073 |
0.005 |
0.003 |
. |
| surface_downward_eastward_stress |
-0.249 |
-0.565 |
1.275 |
1.287 |
. |
. |
-0.089 |
0.409 |
. |
0.028 |
| wind_speed |
. |
0.554 |
-0.894 |
-0.086 |
-0.194 |
0.054 |
0.145 |
-0.041 |
0.023 |
. |
| surface_downward_northward_stress |
. |
. |
. |
-0.412 |
-0.216 |
0.164 |
0.006 |
0.115 |
. |
-0.151 |
| northward_wind |
-0.5 |
-0.374 |
-0.27 |
0.543 |
0.329 |
0.001 |
. |
-0.152 |
. |
0.281 |
| sss |
-0.212 |
-0.986 |
4.581 |
0.954 |
0.285 |
. |
-0.186 |
-0.049 |
. |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
syn-diam
|
syn-chl
|
syn-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
pico3_-diam
|
pico3_-chl
|
pico3_-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest1_2-diam
|
rest1_2-chl
|
rest1_2-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg1-diam
|
bg1-chl
|
bg1-pe
|
bg2-diam
|
bg2-chl
|
bg2-pe
|
|
intp
|
1.238
|
1.192
|
0.34
|
2.75
|
2.692
|
3.128
|
5.491
|
6.073
|
0.909
|
6.901
|
7.229
|
1.61
|
5.419
|
5.596
|
0.672
|
7.323
|
2.609
|
2.677
|
7.035
|
0.837
|
1.107
|
2.076
|
0.572
|
0.371
|
4.586
|
1.886
|
1.975
|
6.706
|
5.914
|
3.312
|
|
AOU_WOA_clim
|
.
|
.
|
-0.003
|
.
|
-0.198
|
-0.277
|
0.056
|
0.071
|
.
|
.
|
.
|
.
|
0.034
|
.
|
.
|
.
|
-0.002
|
.
|
.
|
-0.013
|
.
|
-0.05
|
-0.046
|
.
|
.
|
-0.08
|
-0.024
|
.
|
-0.141
|
.
|
|
density_WOA_clim
|
-0.04
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.216
|
.
|
.
|
.
|
.
|
-0.066
|
0.018
|
.
|
.
|
.
|
.
|
0.142
|
.
|
.
|
.
|
.
|
.
|
0.078
|
.
|
-0.402
|
|
o2sat_WOA_clim
|
.
|
0.167
|
.
|
0.059
|
.
|
.
|
.
|
-0.072
|
.
|
0.045
|
-0.043
|
.
|
.
|
.
|
-0.038
|
.
|
.
|
.
|
-0.005
|
.
|
-0.003
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.077
|
.
|
.
|
0.051
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
-0.211
|
.
|
.
|
.
|
.
|
0.004
|
.
|
.
|
-0.16
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.042
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
0.019
|
.
|
.
|
0.264
|
.
|
.
|
.
|
.
|
-0.086
|
.
|
.
|
.
|
0.062
|
.
|
.
|
0.066
|
.
|
.
|
0.074
|
.
|
.
|
0.043
|
0.035
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
-0.047
|
.
|
.
|
.
|
.
|
.
|
.
|
0.107
|
.
|
-0.036
|
0.3
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
-0.002
|
-0.155
|
-0.007
|
-0.025
|
-0.157
|
-0.055
|
0.126
|
0.055
|
0.02
|
.
|
-0.017
|
-0.014
|
0.003
|
-0.148
|
0.004
|
-0.013
|
-0.024
|
-0.024
|
0.003
|
-0.018
|
.
|
0.059
|
-0.015
|
0.002
|
-0.006
|
-0.035
|
.
|
0.001
|
.
|
-0.067
|
|
sst_cruise
|
.
|
.
|
.
|
0.05
|
.
|
-0.137
|
.
|
.
|
.
|
0.07
|
-0.292
|
.
|
0.174
|
-0.139
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.08
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.06
|
-0.067
|
0
|
0.002
|
-0.06
|
0.032
|
0.056
|
-0.053
|
0.023
|
0.016
|
-0.059
|
0.066
|
0.024
|
-0.114
|
0.014
|
.
|
.
|
.
|
.
|
.
|
-0.017
|
.
|
0.004
|
0
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_3
|
0.02
|
-0.03
|
0.001
|
0.065
|
.
|
.
|
0.125
|
.
|
0.01
|
0.038
|
-0.03
|
.
|
.
|
.
|
-0.002
|
.
|
.
|
0.011
|
0.009
|
-0.009
|
.
|
.
|
0.009
|
-0.001
|
.
|
-0.027
|
.
|
.
|
.
|
0.014
|
|
par_6
|
0.091
|
0.014
|
0.001
|
0.022
|
-0.017
|
0.001
|
0.1
|
0.067
|
0.027
|
0.026
|
-0.055
|
-0.059
|
0.028
|
.
|
.
|
-0.002
|
.
|
.
|
.
|
-0.001
|
-0.023
|
.
|
0.004
|
-0.001
|
.
|
.
|
.
|
.
|
.
|
0.011
|
|
par_9
|
0.087
|
.
|
.
|
0.04
|
-0.038
|
.
|
0.209
|
0.072
|
0.01
|
0.026
|
-0.046
|
-0.017
|
0.066
|
-0.02
|
.
|
.
|
.
|
.
|
0.001
|
-0.001
|
.
|
.
|
.
|
-0.001
|
.
|
.
|
.
|
.
|
-0.005
|
.
|
|
par_12
|
-0.02
|
.
|
.
|
.
|
0.007
|
.
|
0.093
|
.
|
.
|
0.018
|
-0.046
|
-0.02
|
-0.031
|
0.005
|
-0.012
|
.
|
0.004
|
-0.001
|
.
|
0.009
|
.
|
.
|
0.001
|
-0.001
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
NO3
|
.
|
.
|
.
|
.
|
.
|
.
|
0.319
|
.
|
.
|
-0.07
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.103
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PO4
|
0.025
|
.
|
0.002
|
.
|
.
|
.
|
.
|
.
|
0.179
|
.
|
0.245
|
.
|
-0.012
|
0.171
|
.
|
.
|
.
|
0.047
|
0.013
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
O2
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.066
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.007
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst
|
-0.236
|
-0.041
|
.
|
.
|
-0.057
|
.
|
.
|
-0.037
|
0.139
|
.
|
.
|
0.299
|
.
|
.
|
.
|
0.001
|
.
|
.
|
0.048
|
-0.078
|
.
|
.
|
-0.024
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
0.055
|
.
|
.
|
.
|
0.336
|
0.515
|
0.309
|
.
|
.
|
.
|
0.016
|
.
|
.
|
.
|
0.032
|
.
|
.
|
.
|
.
|
-0.017
|
.
|
.
|
.
|
0.005
|
.
|
.
|
.
|
.
|
.
|
0.024
|
|
PP
|
0.02
|
.
|
.
|
0.022
|
-0.107
|
-0.187
|
0.307
|
-0.137
|
.
|
0.073
|
-0.13
|
0.086
|
.
|
-0.127
|
.
|
0.015
|
.
|
0.008
|
0.035
|
-0.048
|
.
|
.
|
-0.024
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgosa
|
-0.033
|
-0.059
|
.
|
.
|
-0.051
|
.
|
0.112
|
-0.137
|
.
|
0.053
|
-0.015
|
0.008
|
0.09
|
-0.067
|
0.001
|
.
|
.
|
0.061
|
.
|
.
|
0.005
|
0.174
|
.
|
0.005
|
.
|
.
|
.
|
.
|
.
|
0.252
|
|
vgos
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.005
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.014
|
.
|
.
|
-0.024
|
.
|
.
|
.
|
0.001
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sla
|
-0.062
|
-0.048
|
.
|
0.203
|
.
|
.
|
-0.161
|
.
|
.
|
.
|
.
|
0.005
|
.
|
.
|
.
|
.
|
.
|
0.001
|
0.025
|
-0.016
|
.
|
0.061
|
.
|
0
|
.
|
.
|
.
|
0.015
|
.
|
0.245
|
|
ugosa
|
.
|
.
|
0.001
|
.
|
.
|
.
|
.
|
.
|
0.101
|
.
|
-0.026
|
-0.018
|
0.072
|
.
|
0.002
|
.
|
-0.024
|
.
|
.
|
.
|
0.007
|
.
|
-0.001
|
0.002
|
.
|
.
|
.
|
.
|
-0.064
|
.
|
|
ugos
|
0.012
|
.
|
.
|
-0.089
|
0.09
|
0.183
|
0.104
|
0.065
|
.
|
-0.037
|
.
|
-0.003
|
.
|
.
|
.
|
.
|
.
|
.
|
0
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.039
|
.
|
.
|
|
wind_stress
|
.
|
-0.037
|
.
|
.
|
-0.375
|
-0.132
|
0.203
|
-0.046
|
.
|
0.154
|
-0.164
|
0.003
|
.
|
.
|
0.032
|
.
|
.
|
.
|
0.05
|
.
|
.
|
.
|
-0.04
|
-0.002
|
.
|
.
|
.
|
.
|
.
|
0.146
|
|
eastward_wind
|
0.057
|
.
|
0.009
|
-0.04
|
0.007
|
0.01
|
-0.254
|
.
|
0.074
|
-0.057
|
0.102
|
0.171
|
-0.021
|
0.038
|
0.023
|
0.001
|
0.012
|
.
|
-0.027
|
.
|
.
|
.
|
0.005
|
0.008
|
.
|
0.004
|
0.007
|
0.032
|
.
|
-0.01
|
|
surface_downward_eastward_stress
|
.
|
-0.031
|
0.004
|
.
|
-0.017
|
.
|
.
|
.
|
.
|
0.106
|
0
|
.
|
.
|
-0.215
|
.
|
0.009
|
.
|
.
|
-0.022
|
.
|
0.001
|
-0.046
|
-0.017
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.091
|
|
wind_speed
|
-0.021
|
0.066
|
0.007
|
-0.081
|
0.321
|
0.144
|
-0.407
|
.
|
-0.007
|
-0.124
|
0.16
|
.
|
-0.014
|
0.15
|
.
|
0
|
.
|
.
|
.
|
0.016
|
-0.004
|
0.175
|
0.043
|
0
|
.
|
0.032
|
.
|
0.015
|
.
|
.
|
|
surface_downward_northward_stress
|
-0.045
|
.
|
.
|
0.028
|
.
|
.
|
0.084
|
-0.091
|
.
|
-0.019
|
.
|
0.004
|
.
|
.
|
0.025
|
.
|
.
|
.
|
.
|
-0.003
|
0.007
|
0.024
|
-0.008
|
0.006
|
.
|
.
|
.
|
.
|
-0.031
|
.
|
|
northward_wind
|
.
|
.
|
-0.002
|
.
|
0.025
|
.
|
.
|
-0.057
|
-0.009
|
0.052
|
-0.064
|
.
|
0.026
|
-0.002
|
.
|
.
|
0.007
|
.
|
-0.001
|
.
|
.
|
.
|
-0.003
|
.
|
.
|
.
|
.
|
.
|
-0.006
|
-0.076
|
|
sss
|
-0.044
|
0.028
|
.
|
.
|
.
|
.
|
.
|
-0.035
|
.
|
.
|
0.065
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.193
|
.
|
.
|
-0.133
|
Tables KM1708

Alpha coefficients
| AOU_WOA_clim |
. |
0.478 |
. |
1.462 |
-3.269 |
. |
. |
. |
. |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| oxygen_WOA_clim |
-1.749 |
. |
. |
. |
1.841 |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
-0.068 |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
-1.208 |
. |
. |
| nitrate_WOA_clim |
-0.926 |
1.61 |
-3.659 |
. |
. |
-0.276 |
. |
. |
6.278 |
. |
| phosphate_WOA_clim |
3.748 |
. |
4.721 |
. |
. |
. |
0.861 |
. |
-1.767 |
. |
| silicate_WOA_clim |
. |
-0.505 |
1.58 |
. |
. |
. |
. |
. |
. |
. |
| sss_cruise |
. |
. |
1.303 |
. |
-0.8 |
-0.878 |
. |
. |
. |
. |
| sst_cruise |
0.865 |
. |
2.377 |
. |
-0.428 |
-0.437 |
0.137 |
0.267 |
-0.388 |
-0.366 |
| par |
0.082 |
. |
0.28 |
0.002 |
0.337 |
. |
-0.006 |
-0.005 |
-0.316 |
-0.005 |
| par_3 |
. |
-0.088 |
. |
. |
0.203 |
. |
0.031 |
. |
0.003 |
-0.058 |
| par_6 |
0.104 |
-0.019 |
0.378 |
. |
0.191 |
. |
-0.025 |
. |
0 |
-0.045 |
| par_9 |
0.123 |
. |
0.026 |
-0.152 |
0.289 |
-0.015 |
. |
. |
. |
. |
| par_12 |
-0.036 |
. |
0.151 |
-0.024 |
0.172 |
0.024 |
0.001 |
-0.052 |
. |
. |
| Si |
. |
. |
5.2 |
. |
23.291 |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
-52.966 |
-5.787 |
. |
. |
57.919 |
. |
. |
. |
. |
. |
| PHYC |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PO4 |
. |
. |
. |
. |
-9.753 |
. |
. |
. |
. |
. |
| O2 |
. |
. |
. |
. |
2.183 |
. |
. |
. |
. |
-0.012 |
| sst |
1.884 |
. |
. |
. |
. |
. |
. |
-0.542 |
-1.709 |
0.774 |
| Fe |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PP |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgosa |
. |
-0.005 |
0.002 |
. |
. |
. |
0 |
. |
. |
. |
| vgos |
0.094 |
-0.014 |
. |
. |
. |
0.013 |
-0.002 |
. |
. |
. |
| sla |
. |
. |
. |
. |
. |
. |
-0.058 |
. |
. |
. |
| ugosa |
0.06 |
-0.007 |
. |
. |
-0.009 |
. |
. |
. |
. |
. |
| ugos |
0.042 |
. |
0.074 |
. |
. |
. |
. |
. |
-0.009 |
0.032 |
| wind_stress |
0.206 |
. |
. |
. |
0.097 |
. |
. |
. |
-0.241 |
. |
| eastward_wind |
. |
0.151 |
-0.343 |
. |
. |
. |
. |
-0.035 |
. |
. |
| surface_downward_eastward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_speed |
. |
. |
. |
. |
. |
. |
-0.015 |
. |
. |
. |
| surface_downward_northward_stress |
. |
. |
. |
. |
. |
0.178 |
. |
-0.18 |
-0.102 |
. |
| northward_wind |
. |
. |
0.204 |
. |
-0.002 |
. |
. |
. |
. |
. |
| sss |
. |
. |
-0.208 |
0.028 |
. |
0.02 |
. |
. |
-0.416 |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
pico4_-diam
|
pico4_-chl
|
pico4_-pe
|
croco-diam
|
croco-chl
|
croco-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg1-diam
|
bg1-chl
|
bg1-pe
|
bg2-diam
|
bg2-chl
|
bg2-pe
|
|
intp
|
0.46
|
1.111
|
0.313
|
5.265
|
5.931
|
0.558
|
6.934
|
7.011
|
1.505
|
5.128
|
6.156
|
1.259
|
6.358
|
6.717
|
5.462
|
7.294
|
4.339
|
5.819
|
7.077
|
2.029
|
1.882
|
4.245
|
0.773
|
0.375
|
6.795
|
5.577
|
3.02
|
4.115
|
1.846
|
2.069
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.273
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.46
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.313
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
-0.368
|
-0.317
|
-0.025
|
.
|
.
|
.
|
0.114
|
-0.115
|
0.096
|
.
|
.
|
.
|
0.207
|
0.386
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
0.716
|
0.102
|
0
|
.
|
.
|
.
|
.
|
.
|
-0.015
|
.
|
.
|
.
|
1.2
|
-0.299
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.093
|
-0.046
|
0
|
.
|
-0.105
|
0.043
|
0.032
|
-0.012
|
0.095
|
.
|
.
|
0.04
|
0.102
|
-0.068
|
-0.068
|
.
|
.
|
.
|
0.015
|
.
|
.
|
.
|
.
|
0.005
|
0.07
|
0.03
|
0.07
|
.
|
.
|
.
|
|
par_3
|
0.023
|
-0.031
|
0.001
|
0.075
|
-0.091
|
0.001
|
.
|
-0.122
|
.
|
.
|
-0.006
|
.
|
0.075
|
-0.198
|
0.031
|
0.005
|
0.009
|
.
|
0.01
|
-0.027
|
0.004
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.014
|
-0.036
|
0.011
|
|
par_6
|
0.1
|
0.007
|
0.002
|
0.098
|
.
|
0.011
|
0.095
|
0.054
|
-0.019
|
.
|
.
|
.
|
0.176
|
-0.018
|
.
|
0.037
|
.
|
.
|
.
|
-0.015
|
.
|
0.021
|
-0.005
|
.
|
.
|
.
|
-0.005
|
.
|
.
|
.
|
|
par_9
|
0.108
|
0.021
|
.
|
0.159
|
.
|
.
|
-0.034
|
-0.121
|
-0.042
|
.
|
.
|
-0.03
|
0.125
|
-0.193
|
-0.346
|
.
|
.
|
-0.017
|
-0.018
|
.
|
.
|
.
|
.
|
.
|
-0.017
|
-0.119
|
.
|
.
|
.
|
.
|
|
par_12
|
-0.034
|
.
|
.
|
.
|
-0.05
|
-0.003
|
0.094
|
-0.025
|
0.016
|
.
|
.
|
.
|
0.199
|
-0.114
|
-0.132
|
.
|
-0.03
|
-0.004
|
0.007
|
0.071
|
0.101
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.035
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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|
NO3
|
.
|
.
|
.
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.
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.
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.
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.
|
.
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.
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.
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.
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|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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|
PHYC
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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PO4
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
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|
.
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|
.
|
.
|
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|
.
|
.
|
|
O2
|
.
|
.
|
.
|
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|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst
|
-0.058
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.572
|
.
|
0.031
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
-0.002
|
.
|
-0.001
|
-0.012
|
-0.009
|
-0.002
|
.
|
0.029
|
0
|
.
|
.
|
.
|
-0.168
|
0.036
|
0.089
|
.
|
-0.034
|
-0.03
|
0.002
|
0.007
|
.
|
-0.015
|
.
|
.
|
-0.01
|
-0.046
|
-0.043
|
0.025
|
0.002
|
-0.001
|
|
PP
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
|
.
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.
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.
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.
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.
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.
|
.
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|
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|
.
|
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|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgosa
|
.
|
.
|
.
|
.
|
0.011
|
.
|
0.001
|
0.024
|
.
|
.
|
.
|
.
|
0.039
|
.
|
-0.017
|
-0.003
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgos
|
0.037
|
0.027
|
0.001
|
.
|
0.012
|
.
|
0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
0.035
|
-0.031
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sla
|
-0.014
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.022
|
.
|
.
|
.
|
-0.173
|
.
|
0.314
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugosa
|
.
|
0.005
|
.
|
.
|
.
|
.
|
.
|
-0.007
|
.
|
.
|
.
|
.
|
.
|
0.08
|
.
|
.
|
.
|
-0.007
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugos
|
0.021
|
.
|
.
|
.
|
-0.002
|
.
|
0.002
|
.
|
.
|
.
|
.
|
.
|
0.079
|
.
|
0.022
|
.
|
.
|
.
|
0.034
|
.
|
.
|
.
|
0
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
eastward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_speed
|
-0.102
|
-0.027
|
-0.003
|
.
|
.
|
.
|
0.031
|
0.029
|
0.067
|
.
|
.
|
.
|
-0.243
|
0.024
|
0.14
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_northward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.016
|
0.339
|
0.211
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
northward_wind
|
0.038
|
.
|
.
|
.
|
.
|
.
|
.
|
0.086
|
-0.048
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.008
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.005
|
.
|
.
|
.
|
.
|
.
|
-0.843
|
0.32
|
0.094
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
Tables KM1709

Alpha coefficients
| AOU_WOA_clim |
0 |
. |
. |
0.181 |
. |
. |
. |
. |
. |
-0.037 |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
. |
. |
-0.016 |
-0.469 |
. |
. |
. |
. |
0.074 |
| oxygen_WOA_clim |
3.603 |
. |
-0.223 |
-0.213 |
-8.966 |
-1.723 |
. |
1.398 |
1.284 |
1.212 |
| salinity_WOA_clim |
. |
. |
0.36 |
. |
-5.864 |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
2.564 |
-3.508 |
-4.376 |
. |
1.307 |
. |
-0.034 |
0.761 |
. |
. |
| nitrate_WOA_clim |
-15.132 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| phosphate_WOA_clim |
1.554 |
. |
. |
. |
0.03 |
. |
-0.153 |
0.39 |
. |
. |
| silicate_WOA_clim |
9.673 |
. |
-5.835 |
-8.952 |
. |
-1.336 |
. |
. |
. |
0.164 |
| sss_cruise |
0.061 |
-0.089 |
-0.534 |
0.526 |
-3.553 |
-0.073 |
0.253 |
0.163 |
. |
. |
| sst_cruise |
-1.795 |
. |
-0.035 |
6.133 |
5.518 |
0.843 |
1.61 |
. |
-1.253 |
. |
| par |
0.016 |
. |
0.191 |
. |
0.895 |
-0.192 |
. |
-0.012 |
. |
-0.183 |
| par_3 |
0.016 |
-0.327 |
0.193 |
0.028 |
0.189 |
-0.018 |
-0.099 |
0.023 |
-0.016 |
-0.143 |
| par_6 |
0.01 |
-0.019 |
0.063 |
0.178 |
0.111 |
-0.036 |
-0.01 |
0.035 |
-0.076 |
-0.185 |
| par_9 |
0.07 |
-0.124 |
0.165 |
0.036 |
0.269 |
0.005 |
-0.009 |
-0.026 |
-0.005 |
-0.1 |
| par_12 |
-0.044 |
. |
0.043 |
0.068 |
0.863 |
-0.001 |
-0.073 |
-0.025 |
. |
. |
| Si |
-0.729 |
-1.97 |
. |
10.346 |
-10.855 |
2.139 |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
-23.362 |
. |
18.912 |
0.444 |
-198.141 |
-3.452 |
. |
49.909 |
18.758 |
. |
| PHYC |
-104.529 |
13.21 |
6.843 |
-22.145 |
95.391 |
. |
3.935 |
-61.373 |
-9.086 |
. |
| PO4 |
. |
. |
0.761 |
-0.072 |
. |
. |
. |
1.311 |
. |
. |
| O2 |
-0.034 |
10.15 |
11.767 |
-6.625 |
-4.438 |
. |
8.033 |
-4.097 |
. |
2.55 |
| sst |
1.819 |
-0.157 |
. |
-8.375 |
. |
-2.296 |
-0.667 |
2.218 |
1.597 |
. |
| Fe |
-1.897 |
1.382 |
2.059 |
. |
. |
. |
0.938 |
. |
. |
. |
| PP |
64.203 |
. |
. |
. |
-33.341 |
. |
. |
. |
. |
. |
| vgosa |
. |
0 |
-0.011 |
-0.025 |
0.105 |
0.088 |
. |
-0.02 |
-0.017 |
. |
| vgos |
-0.096 |
0.025 |
. |
. |
. |
. |
0.022 |
-0.02 |
-0.011 |
0.016 |
| sla |
-0.048 |
. |
. |
. |
0.619 |
0.005 |
-0.002 |
. |
. |
-0.08 |
| ugosa |
-0.053 |
. |
. |
. |
0.16 |
0.025 |
. |
-0.009 |
-0.004 |
. |
| ugos |
. |
. |
0.05 |
. |
-0.081 |
0.038 |
0.013 |
. |
0 |
. |
| wind_stress |
. |
. |
. |
0.015 |
. |
-0.049 |
. |
. |
. |
. |
| eastward_wind |
2.622 |
-0.247 |
-1.337 |
. |
. |
. |
-0.001 |
0.243 |
0.151 |
. |
| surface_downward_eastward_stress |
0.526 |
. |
1.305 |
. |
-4.217 |
. |
. |
. |
. |
-0.064 |
| wind_speed |
1.607 |
. |
. |
. |
-2.304 |
. |
. |
. |
. |
. |
| surface_downward_northward_stress |
1.252 |
. |
-0.588 |
-0.191 |
-0.333 |
0.053 |
. |
0.43 |
. |
. |
| northward_wind |
-0.558 |
. |
0.432 |
. |
. |
. |
0.053 |
-0.357 |
-0.044 |
. |
| sss |
-0.698 |
-0.937 |
0.493 |
-0.51 |
2.988 |
. |
. |
0.464 |
0.415 |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
pico2_2-diam
|
pico2_2-chl
|
pico2_2-pe
|
croco-diam
|
croco-chl
|
croco-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest1_2-diam
|
rest1_2-chl
|
rest1_2-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg1-diam
|
bg1-chl
|
bg1-pe
|
bg2-diam
|
bg2-chl
|
bg2-pe
|
|
intp
|
1.242
|
1.465
|
0.332
|
5.522
|
6.147
|
0.498
|
6.667
|
6.768
|
1.064
|
7.425
|
7.523
|
1.818
|
6.965
|
7.015
|
5.421
|
7.102
|
4.653
|
3.534
|
7.051
|
1.614
|
1.267
|
2.495
|
0.987
|
0.377
|
3.341
|
2.219
|
2.19
|
5.104
|
5.184
|
0.924
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.025
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
0.075
|
.
|
-0.008
|
.
|
.
|
.
|
.
|
-0.409
|
-0.371
|
-0.488
|
-0.163
|
.
|
.
|
-0.342
|
-0.323
|
-0.355
|
.
|
.
|
-0.462
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
0.008
|
-0.202
|
0.015
|
0.128
|
-0.002
|
.
|
.
|
-0.178
|
.
|
-0.052
|
.
|
0.045
|
-0.176
|
-0.393
|
-0.038
|
.
|
.
|
.
|
-0.023
|
.
|
.
|
.
|
-0.033
|
0.005
|
0.002
|
.
|
.
|
.
|
.
|
-0.004
|
|
oxygen_WOA_clim
|
.
|
-0.094
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.979
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
-0.621
|
-0.16
|
0.018
|
.
|
.
|
.
|
-0.311
|
0.275
|
0.417
|
0.149
|
.
|
.
|
-0.793
|
.
|
0.19
|
.
|
.
|
.
|
0.123
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
-0.104
|
.
|
0.024
|
.
|
.
|
.
|
-0.007
|
0.072
|
0.015
|
.
|
.
|
.
|
.
|
-0.044
|
0.527
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
.
|
-0.354
|
0.019
|
.
|
.
|
.
|
.
|
.
|
0.431
|
0.147
|
.
|
.
|
.
|
-0.879
|
0.143
|
.
|
.
|
.
|
.
|
.
|
0.01
|
.
|
-0.051
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.014
|
-0.12
|
0
|
.
|
-0.053
|
0.026
|
0.034
|
-0.125
|
0.146
|
-0.015
|
0.032
|
0.161
|
0.194
|
-0.105
|
-0.026
|
0.033
|
.
|
0.301
|
-0.018
|
.
|
0.004
|
.
|
.
|
.
|
.
|
.
|
0.011
|
-0.036
|
0.015
|
0.012
|
|
par_3
|
0.127
|
-0.019
|
0.001
|
0.01
|
-0.182
|
.
|
0.081
|
-0.078
|
0.003
|
-0.011
|
-0.015
|
.
|
0.058
|
-0.09
|
0.023
|
-0.021
|
0.048
|
-0.001
|
.
|
-0.021
|
-0.028
|
-0.13
|
0
|
.
|
-0.009
|
-0.031
|
.
|
-0.003
|
0.011
|
0.018
|
|
par_6
|
0.114
|
0.03
|
0
|
0.21
|
.
|
0.001
|
0.019
|
-0.109
|
-0.068
|
-0.006
|
-0.044
|
-0.041
|
0.162
|
-0.152
|
-0.088
|
-0.018
|
0.05
|
-0.039
|
0.003
|
-0.015
|
.
|
-0.166
|
.
|
-0.002
|
.
|
-0.03
|
-0.003
|
-0.016
|
.
|
.
|
|
par_9
|
0.096
|
0.002
|
0
|
0.117
|
-0.02
|
.
|
0.03
|
-0.035
|
-0.081
|
-0.031
|
-0.009
|
-0.015
|
0.19
|
-0.198
|
-0.29
|
-0.021
|
.
|
-0.07
|
-0.012
|
.
|
-0.02
|
.
|
.
|
0
|
-0.002
|
-0.002
|
-0.07
|
.
|
.
|
.
|
|
par_12
|
-0.031
|
-0.032
|
0.002
|
0.025
|
-0.005
|
.
|
0.087
|
-0.089
|
0.075
|
-0.01
|
-0.041
|
0.093
|
0.216
|
-0.106
|
-0.238
|
.
|
-0.027
|
.
|
-0.012
|
0.032
|
0.048
|
0.024
|
-0.002
|
0.001
|
.
|
-0.017
|
-0.056
|
0.012
|
-0.11
|
.
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
NO3
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PO4
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.297
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
O2
|
0.719
|
.
|
-0.046
|
.
|
.
|
.
|
.
|
-0.448
|
.
|
.
|
.
|
.
|
1.272
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst
|
.
|
-0.336
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.449
|
.
|
1.021
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PP
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgosa
|
-0.083
|
.
|
.
|
-0.008
|
0
|
.
|
-0.034
|
0.274
|
.
|
.
|
.
|
.
|
-0.976
|
-0.002
|
.
|
.
|
0.076
|
.
|
.
|
.
|
.
|
.
|
0.007
|
.
|
.
|
.
|
.
|
.
|
.
|
0.001
|
|
vgos
|
0.117
|
.
|
-0.003
|
.
|
.
|
-0.004
|
0.003
|
-0.289
|
-0.038
|
-0.015
|
.
|
-0.06
|
0.988
|
.
|
-0.042
|
-0.038
|
.
|
.
|
-0.008
|
0.016
|
-0.005
|
.
|
.
|
-0.001
|
0.02
|
.
|
.
|
.
|
.
|
.
|
|
sla
|
-0.02
|
-0.044
|
0.003
|
-0.004
|
-0.008
|
0.003
|
0.005
|
-0.007
|
0.018
|
0.023
|
-0.004
|
0.017
|
0.046
|
-0.003
|
0.1
|
0.028
|
0.035
|
0.036
|
0.033
|
0.008
|
0.023
|
-0.018
|
.
|
0.002
|
.
|
-0.025
|
-0.038
|
-0.019
|
0.008
|
0.001
|
|
ugosa
|
-0.008
|
0.011
|
0.009
|
.
|
-0.015
|
-0.003
|
-0.003
|
.
|
.
|
-0.148
|
.
|
.
|
0.039
|
0.003
|
-0.01
|
0
|
0.009
|
.
|
.
|
0.002
|
-0.001
|
-0.021
|
-0.003
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.003
|
|
ugos
|
0.045
|
0.004
|
-0.01
|
-0.027
|
.
|
.
|
.
|
-0.008
|
-0.019
|
0.156
|
0.005
|
-0.009
|
.
|
0.008
|
.
|
.
|
.
|
.
|
0.007
|
.
|
.
|
.
|
.
|
0
|
-0.004
|
0.006
|
.
|
-0.027
|
.
|
.
|
|
wind_stress
|
.
|
-0.314
|
.
|
.
|
.
|
.
|
-0.011
|
0.002
|
.
|
.
|
-0.001
|
.
|
.
|
0.179
|
.
|
.
|
-0.052
|
.
|
-0.032
|
.
|
.
|
.
|
.
|
0.005
|
.
|
-0.032
|
.
|
.
|
.
|
.
|
|
eastward_wind
|
-0.654
|
-0.389
|
0.024
|
.
|
.
|
.
|
.
|
.
|
0.053
|
.
|
.
|
0.01
|
-0.551
|
0.161
|
.
|
.
|
.
|
.
|
0.006
|
.
|
.
|
-0.137
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
1.107
|
.
|
0.016
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.834
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_speed
|
0.234
|
.
|
0.024
|
-0.03
|
0.018
|
0.001
|
.
|
.
|
.
|
0.018
|
.
|
.
|
0.097
|
.
|
0.118
|
.
|
.
|
0.011
|
.
|
.
|
0.012
|
.
|
-0.024
|
.
|
.
|
-0.022
|
0.004
|
.
|
.
|
.
|
|
surface_downward_northward_stress
|
-0.414
|
-0.18
|
0.018
|
-0.193
|
.
|
.
|
.
|
0.124
|
0.127
|
0.359
|
0.197
|
0.193
|
-0.91
|
.
|
0.139
|
0.104
|
0.247
|
0.266
|
0.133
|
-0.03
|
0.04
|
-0.114
|
.
|
.
|
-0.327
|
.
|
.
|
-0.084
|
.
|
0.002
|
|
northward_wind
|
0.26
|
0.052
|
.
|
.
|
-0.062
|
.
|
0.061
|
.
|
.
|
-0.189
|
.
|
.
|
0.774
|
0.139
|
-0.055
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.001
|
0.008
|
.
|
.
|
-0.012
|
.
|
.
|
.
|
|
sss
|
0.187
|
-0.019
|
0.003
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.034
|
-0.006
|
.
|
-0.118
|
.
|
0.414
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.022
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
Tables KM1713

Alpha coefficients
| AOU_WOA_clim |
. |
. |
0.079 |
0.002 |
. |
. |
. |
. |
. |
. |
| density_WOA_clim |
-0.27 |
. |
. |
-0.243 |
. |
0.205 |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
0.159 |
. |
-0.008 |
0.628 |
-0.01 |
-0.026 |
0.046 |
. |
. |
| oxygen_WOA_clim |
. |
-0.04 |
. |
. |
. |
0.981 |
. |
-0.374 |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
-0.002 |
| conductivity_WOA_clim |
0.011 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
-0.158 |
0.408 |
0.478 |
. |
-0.758 |
. |
. |
. |
-0.274 |
| phosphate_WOA_clim |
. |
. |
. |
. |
. |
-0.064 |
0.222 |
. |
0.202 |
. |
| silicate_WOA_clim |
-0.174 |
0.129 |
-0.107 |
-0.027 |
. |
-0.178 |
0.008 |
0.11 |
0.016 |
. |
| sss_cruise |
0.391 |
-1.53 |
. |
1.303 |
. |
. |
. |
-0.44 |
. |
-0.238 |
| sst_cruise |
. |
. |
. |
-0.042 |
. |
. |
. |
. |
. |
. |
| par |
0 |
0.009 |
-0.014 |
0.059 |
0.276 |
-0.014 |
-0.053 |
. |
-0.044 |
. |
| par_3 |
. |
0.028 |
-0.117 |
0.052 |
0.297 |
0.114 |
-0.01 |
-0.035 |
-0.037 |
. |
| par_6 |
0.006 |
. |
0.167 |
0.128 |
0.067 |
-0.074 |
. |
-0.044 |
-0.044 |
-0.016 |
| par_9 |
0.005 |
-0.007 |
0.056 |
. |
0.421 |
-0.016 |
. |
. |
. |
. |
| par_12 |
-0.003 |
-0.013 |
0.047 |
0.064 |
0.123 |
-0.007 |
0.019 |
-0.067 |
0.003 |
-0.054 |
| Si |
. |
0.52 |
-0.082 |
-0.045 |
. |
. |
. |
0.064 |
0.029 |
-0.131 |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
-0.667 |
. |
. |
8.201 |
. |
. |
. |
-3.079 |
. |
. |
| PHYC |
. |
. |
0.703 |
. |
. |
-0.247 |
-0.058 |
. |
. |
. |
| PO4 |
-0.648 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| O2 |
-0.119 |
. |
0.23 |
0.136 |
. |
. |
. |
. |
. |
. |
| sst |
. |
. |
. |
. |
1.708 |
. |
. |
. |
. |
. |
| Fe |
-0.064 |
. |
0.283 |
-0.535 |
. |
-0.285 |
0.59 |
0.4 |
-0.1 |
. |
| PP |
. |
1.891 |
. |
-0.848 |
-0.055 |
. |
. |
0.522 |
. |
0.115 |
| vgosa |
. |
-0.268 |
0.235 |
-0.239 |
. |
0 |
0.105 |
0.168 |
. |
. |
| vgos |
. |
-0.211 |
. |
. |
0.865 |
-0.022 |
. |
. |
-0.009 |
. |
| sla |
. |
0.891 |
-0.637 |
. |
0.429 |
0.237 |
-0.15 |
-0.029 |
. |
0.071 |
| ugosa |
0.092 |
0.175 |
-0.387 |
0.34 |
-0.801 |
-0.076 |
0.235 |
-0.156 |
0.076 |
-0.199 |
| ugos |
-0.072 |
. |
0.059 |
-0.395 |
1.216 |
. |
. |
. |
. |
. |
| wind_stress |
. |
. |
-0.287 |
0.44 |
. |
0.381 |
. |
-0.328 |
. |
0.155 |
| eastward_wind |
-0.197 |
. |
0.426 |
-0.128 |
. |
-0.131 |
0.069 |
0.228 |
. |
-0.119 |
| surface_downward_eastward_stress |
. |
0.097 |
. |
. |
. |
-0.411 |
. |
. |
. |
. |
| wind_speed |
. |
-0.125 |
. |
-0.422 |
-0.047 |
. |
. |
0.219 |
0.021 |
. |
| surface_downward_northward_stress |
. |
. |
-0.062 |
. |
. |
0.834 |
0.012 |
-0.079 |
-0.127 |
. |
| northward_wind |
. |
. |
0.09 |
-0.145 |
-0.975 |
-1.075 |
. |
0.108 |
. |
-0.238 |
| sss |
. |
. |
-0.092 |
-0.486 |
. |
. |
. |
0.268 |
0.116 |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
pico2_2-diam
|
pico2_2-chl
|
pico2_2-pe
|
croco-diam
|
croco-chl
|
croco-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest1_2-diam
|
rest1_2-chl
|
rest1_2-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg-diam
|
bg-chl
|
bg-pe
|
rest1_3-diam
|
rest1_3-chl
|
rest1_3-pe
|
|
intp
|
1.742
|
2.109
|
0.393
|
4.302
|
5.176
|
0.484
|
5.669
|
6.201
|
0.788
|
6.827
|
7.47
|
1.267
|
6.366
|
7.128
|
5.728
|
7.234
|
1.662
|
1.286
|
7.002
|
4.314
|
2.904
|
2.958
|
1.055
|
0.399
|
4.903
|
2.538
|
2.646
|
6.874
|
1.23
|
0.638
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
-0.103
|
.
|
-0.01
|
.
|
-0.005
|
.
|
.
|
.
|
0.044
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.009
|
0.097
|
.
|
.
|
-0.043
|
.
|
0.02
|
.
|
-0.245
|
.
|
-0.028
|
-0.004
|
|
density_WOA_clim
|
0.359
|
.
|
.
|
.
|
1.046
|
.
|
.
|
0.006
|
.
|
-0.432
|
0.051
|
-0.096
|
.
|
.
|
-0.266
|
.
|
0.057
|
.
|
.
|
.
|
.
|
.
|
0.219
|
-0.005
|
0.101
|
.
|
.
|
-0.046
|
0.225
|
0.003
|
|
o2sat_WOA_clim
|
-0.015
|
.
|
-0.007
|
.
|
0.121
|
.
|
.
|
.
|
-0.028
|
-0.05
|
-0.027
|
.
|
0.13
|
.
|
-0.024
|
-0.016
|
.
|
0.103
|
.
|
.
|
0.041
|
.
|
.
|
-0.001
|
.
|
0.13
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
0.07
|
.
|
-0.102
|
.
|
.
|
.
|
.
|
.
|
0.262
|
-0.082
|
0.176
|
.
|
-0.009
|
.
|
0.151
|
0.008
|
-0.568
|
.
|
.
|
0.126
|
.
|
-0.203
|
.
|
.
|
.
|
.
|
0.15
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
0.296
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.168
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.003
|
.
|
.
|
.
|
.
|
0.041
|
.
|
.
|
|
conductivity_WOA_clim
|
-0.093
|
.
|
.
|
.
|
.
|
.
|
0.63
|
-0.02
|
.
|
0.203
|
-0.272
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.06
|
.
|
|
nitrate_WOA_clim
|
.
|
0.432
|
.
|
-0.076
|
-0.293
|
-0.049
|
.
|
-0.588
|
0.007
|
0.144
|
-0.152
|
0.108
|
.
|
-0.005
|
0.073
|
-0.015
|
0.029
|
0.22
|
.
|
.
|
0.004
|
0.021
|
0.106
|
-0.016
|
-0.178
|
.
|
0.037
|
-0.02
|
0.074
|
.
|
|
phosphate_WOA_clim
|
-0.057
|
.
|
.
|
0.016
|
-0.196
|
0.028
|
0.228
|
0.439
|
0.028
|
.
|
0.129
|
-0.072
|
.
|
.
|
.
|
-0.04
|
-0.293
|
0.048
|
0.039
|
-0.008
|
.
|
-0.09
|
-0.2
|
0.011
|
.
|
-0.198
|
.
|
0.022
|
-0.264
|
0.009
|
|
silicate_WOA_clim
|
0.147
|
-0.012
|
0.006
|
0.054
|
0.061
|
0.004
|
0.09
|
.
|
0.011
|
0.001
|
-0.066
|
-0.06
|
-0.254
|
-0.012
|
0.011
|
-0.008
|
-0.048
|
0.084
|
0.004
|
-0.024
|
-0.02
|
-0.013
|
0.022
|
-0.003
|
0.061
|
-0.03
|
0.043
|
-0.001
|
-0.018
|
0
|
|
sss_cruise
|
.
|
0.083
|
0.003
|
0.601
|
-1.639
|
0.008
|
0.968
|
.
|
0.116
|
0.111
|
-0.04
|
0.147
|
.
|
.
|
.
|
.
|
-0.055
|
.
|
.
|
.
|
.
|
0.092
|
-0.14
|
0.028
|
.
|
.
|
.
|
0.014
|
-0.197
|
0.042
|
|
sst_cruise
|
.
|
.
|
-0.004
|
-0.178
|
1.04
|
.
|
-0.981
|
0.251
|
-0.048
|
-0.322
|
-0.347
|
.
|
-0.047
|
.
|
0.334
|
0.086
|
0.136
|
-0.298
|
.
|
-0.453
|
.
|
.
|
.
|
-0.002
|
.
|
.
|
-0.582
|
.
|
.
|
-0.015
|
|
par
|
0.063
|
-0.067
|
.
|
-0.017
|
-0.084
|
0.007
|
.
|
-0.056
|
0.036
|
0.01
|
-0.031
|
0.078
|
0.1
|
.
|
-0.038
|
-0.005
|
-0.005
|
-0.012
|
0.005
|
-0.058
|
-0.006
|
0.012
|
-0.012
|
-0.001
|
.
|
.
|
0
|
0
|
-0.016
|
-0.001
|
|
par_3
|
0.043
|
-0.01
|
0.002
|
0.034
|
-0.013
|
0.007
|
0.062
|
-0.079
|
0.005
|
-0.002
|
-0.046
|
-0.002
|
0.079
|
-0.15
|
0.013
|
0.015
|
0.001
|
-0.049
|
.
|
-0.007
|
-0.019
|
0.006
|
0
|
0.002
|
0.003
|
-0.044
|
.
|
0.003
|
0.012
|
-0.003
|
|
par_6
|
0.08
|
.
|
0.002
|
0.041
|
-0.037
|
0.002
|
0.116
|
-0.079
|
0.006
|
0.028
|
-0.032
|
-0.018
|
0.122
|
.
|
-0.072
|
-0.011
|
-0.014
|
0.021
|
-0.005
|
0.008
|
.
|
0.031
|
-0.018
|
.
|
.
|
-0.024
|
0.004
|
.
|
-0.023
|
0
|
|
par_9
|
0.065
|
0.001
|
0.001
|
0.059
|
.
|
0.006
|
0.055
|
0.017
|
-0.001
|
-0.004
|
-0.026
|
-0.004
|
0.082
|
-0.158
|
-0.118
|
0
|
0.002
|
-0.004
|
.
|
.
|
.
|
0.018
|
0.012
|
0
|
.
|
.
|
.
|
.
|
0.015
|
-0.003
|
|
par_12
|
0.007
|
-0.014
|
.
|
0.002
|
0.023
|
-0.003
|
0.024
|
-0.04
|
0.001
|
0.009
|
-0.011
|
0.01
|
0.15
|
-0.045
|
-0.148
|
-0.001
|
0.003
|
.
|
-0.002
|
-0.008
|
0.023
|
0.005
|
-0.021
|
0.002
|
-0.05
|
-0.02
|
-0.027
|
-0.001
|
-0.019
|
0
|
|
Si
|
0.066
|
.
|
0.017
|
-0.556
|
1.248
|
.
|
.
|
0.407
|
-0.009
|
-0.169
|
-0.118
|
-0.031
|
-0.02
|
.
|
.
|
.
|
0.301
|
-0.115
|
.
|
.
|
0.182
|
0.273
|
0.186
|
0.031
|
.
|
0.225
|
-0.279
|
0.03
|
0.205
|
.
|
|
NO3
|
-0.357
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.01
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
-0.819
|
.
|
.
|
.
|
.
|
0.666
|
-0.447
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-2.747
|
.
|
.
|
.
|
.
|
.
|
-1.652
|
.
|
|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.178
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PO4
|
.
|
-0.109
|
.
|
0.933
|
-1.208
|
0.079
|
.
|
0.316
|
0
|
.
|
-0.017
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.04
|
.
|
.
|
.
|
.
|
0.004
|
0.057
|
.
|
.
|
0
|
-0.058
|
-0.027
|
|
O2
|
0.502
|
.
|
.
|
.
|
0.296
|
.
|
.
|
-0.321
|
0.013
|
.
|
-0.433
|
-0.136
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.208
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.024
|
.
|
.
|
0.029
|
|
sst
|
0.237
|
.
|
.
|
.
|
0.164
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.235
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.205
|
.
|
.
|
0.192
|
0.12
|
.
|
.
|
0.02
|
-0.011
|
0.135
|
0.227
|
-0.02
|
|
Fe
|
0.402
|
0.25
|
.
|
-0.52
|
1.123
|
.
|
0.04
|
.
|
.
|
-0.106
|
-0.031
|
-0.157
|
.
|
.
|
-0.027
|
-0.014
|
0.018
|
.
|
.
|
.
|
.
|
.
|
0.346
|
.
|
0.087
|
0.011
|
.
|
0.004
|
0.221
|
-0.01
|
|
PP
|
-0.002
|
-0.009
|
-0.001
|
-0.095
|
0.854
|
.
|
-0.203
|
0.048
|
-0.017
|
-0.08
|
0.057
|
-0.023
|
.
|
-0.233
|
0.193
|
-0.013
|
.
|
0.002
|
0.007
|
-0.148
|
-0.199
|
.
|
0.252
|
-0.002
|
0.032
|
.
|
-0.107
|
-0.046
|
0.14
|
.
|
|
vgosa
|
.
|
-0.072
|
-0.001
|
-0.402
|
0.046
|
-0.01
|
.
|
0.262
|
-0.018
|
-0.039
|
-0.05
|
-0.013
|
0.009
|
.
|
.
|
-0.016
|
.
|
0.036
|
-0.005
|
.
|
.
|
-0.009
|
0.074
|
.
|
0.004
|
.
|
.
|
-0.006
|
.
|
.
|
|
vgos
|
-0.06
|
.
|
.
|
0.291
|
.
|
.
|
.
|
.
|
.
|
-0.001
|
.
|
.
|
.
|
.
|
.
|
.
|
0.034
|
.
|
.
|
.
|
.
|
.
|
.
|
0.004
|
.
|
0.025
|
0
|
.
|
0.037
|
.
|
|
sla
|
.
|
-0.002
|
0.003
|
0.168
|
.
|
0.015
|
-0.032
|
-0.372
|
.
|
-0.043
|
-0.061
|
-0.037
|
0.082
|
0.1
|
.
|
0.008
|
0.069
|
-0.003
|
.
|
-0.036
|
0.019
|
-0.073
|
-0.037
|
-0.01
|
.
|
-0.018
|
.
|
0.021
|
0.017
|
0.005
|
|
ugosa
|
.
|
.
|
-0.003
|
0.096
|
-0.217
|
0.06
|
.
|
-0.033
|
0.089
|
-0.056
|
0.027
|
0.006
|
-0.014
|
-0.13
|
.
|
.
|
.
|
0.001
|
0.007
|
.
|
0.077
|
.
|
.
|
0.003
|
.
|
.
|
.
|
.
|
0.003
|
0.009
|
|
ugos
|
-0.012
|
-0.019
|
.
|
.
|
0.169
|
.
|
0.145
|
.
|
0.01
|
0.039
|
-0.1
|
-0.05
|
.
|
0.111
|
.
|
0.024
|
-0.087
|
.
|
.
|
.
|
.
|
.
|
-0.006
|
.
|
.
|
-0.099
|
.
|
.
|
.
|
.
|
|
wind_stress
|
0.132
|
0.193
|
0.025
|
0.025
|
-0.414
|
0.013
|
.
|
-0.36
|
0.1
|
.
|
0.048
|
0.085
|
.
|
.
|
.
|
0.058
|
-0.037
|
-0.017
|
.
|
.
|
.
|
0
|
-0.272
|
0.004
|
0.064
|
-0.064
|
0.071
|
0.053
|
.
|
0.017
|
|
eastward_wind
|
0.093
|
-0.03
|
.
|
0.257
|
.
|
-0.02
|
0.004
|
0.178
|
-0.051
|
-0.047
|
.
|
-0.427
|
.
|
.
|
-0.031
|
-0.025
|
0.102
|
0.115
|
-0.01
|
.
|
-0.253
|
-0.026
|
0.236
|
0.011
|
0.035
|
0.179
|
.
|
.
|
.
|
0.013
|
|
surface_downward_eastward_stress
|
.
|
.
|
-0.003
|
-0.196
|
0.365
|
.
|
.
|
.
|
.
|
0.093
|
-0.042
|
0.437
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.192
|
-0.024
|
.
|
.
|
.
|
0.007
|
-0.02
|
-0.021
|
|
wind_speed
|
.
|
.
|
.
|
.
|
0.137
|
.
|
0.047
|
0.262
|
-0.074
|
-0.028
|
-0.003
|
-0.108
|
-0.072
|
-0.039
|
0.028
|
-0.049
|
.
|
.
|
-0.009
|
0.098
|
0.081
|
-0.059
|
0.286
|
.
|
.
|
.
|
-0.048
|
-0.048
|
0.057
|
.
|
|
surface_downward_northward_stress
|
-0.039
|
0.011
|
.
|
0.081
|
.
|
0.008
|
0.192
|
-0.562
|
0.144
|
0.118
|
.
|
0.082
|
.
|
.
|
.
|
0.064
|
-0.007
|
-0.112
|
0.047
|
0.1
|
-0.157
|
.
|
-0.37
|
.
|
0.145
|
-0.514
|
.
|
0.092
|
-0.255
|
.
|
|
northward_wind
|
-0.021
|
0.11
|
-0.011
|
-0.002
|
0.174
|
-0.011
|
-0.129
|
0.461
|
-0.132
|
-0.097
|
-0.001
|
-0.139
|
.
|
-0.036
|
0.103
|
-0.057
|
0.004
|
0.109
|
-0.023
|
.
|
.
|
-0.081
|
0.351
|
-0.008
|
-0.191
|
0.445
|
.
|
-0.053
|
0.225
|
-0.006
|
|
sss
|
-0.115
|
.
|
-0.005
|
0.269
|
0.566
|
0.017
|
-0.225
|
0.096
|
-0.059
|
-0.023
|
.
|
.
|
-0.151
|
-0.152
|
.
|
-0.023
|
0.094
|
-0.02
|
.
|
.
|
-0.03
|
.
|
0.027
|
-0.022
|
-0.005
|
0.1
|
-0.001
|
-0.026
|
0.034
|
-0.014
|
Tables KM1717

Alpha coefficients
| AOU_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| oxygen_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| phosphate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| silicate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_6 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_9 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_12 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Si |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PHYC |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PO4 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| O2 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Fe |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PP |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sla |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| eastward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_eastward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_speed |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_northward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| northward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
syn-diam
|
syn-chl
|
syn-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
pico3_-diam
|
pico3_-chl
|
pico3_-pe
|
croco-diam
|
croco-chl
|
croco-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest1_2-diam
|
rest1_2-chl
|
rest1_2-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg2-diam
|
bg2-chl
|
bg2-pe
|
|
intp
|
1.164
|
1.812
|
0.423
|
2.733
|
3.301
|
3.554
|
6.19
|
6.777
|
0.747
|
6.722
|
7.153
|
1.49
|
5.439
|
5.776
|
1.046
|
6.442
|
7.182
|
6.583
|
6.801
|
3.826
|
3.311
|
6.646
|
1.509
|
1.113
|
2.574
|
1.183
|
0.512
|
4.641
|
2.248
|
2.784
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
.
|
.
|
.
|
0.013
|
.
|
.
|
.
|
.
|
0.012
|
-0.163
|
-0.229
|
0.071
|
0.036
|
.
|
.
|
.
|
-0.334
|
.
|
-0.026
|
.
|
0.039
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
-0.097
|
.
|
-0.01
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.039
|
0.136
|
.
|
.
|
.
|
-0.564
|
.
|
0.012
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.004
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.039
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
-0.03
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.036
|
.
|
.
|
.
|
.
|
.
|
-1.209
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
.
|
0.648
|
.
|
.
|
.
|
.
|
-0.023
|
0.576
|
.
|
.
|
.
|
-0.065
|
.
|
.
|
.
|
0.303
|
0.353
|
1.212
|
.
|
.
|
.
|
.
|
0.111
|
.
|
-0.109
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
-0.003
|
-0.429
|
0.009
|
.
|
.
|
.
|
0.011
|
.
|
.
|
0.161
|
.
|
0.288
|
.
|
.
|
.
|
0.933
|
-0.665
|
-0.618
|
.
|
.
|
.
|
.
|
-0.117
|
-0.035
|
0.358
|
-0.007
|
.
|
.
|
.
|
.
|
|
par
|
0.106
|
-0.042
|
-0.004
|
0.004
|
0.039
|
0.076
|
.
|
-0.046
|
0.032
|
-0.048
|
-0.006
|
0.041
|
.
|
0.062
|
0.001
|
0.038
|
-0.112
|
-0.125
|
-0.019
|
-0.004
|
0.099
|
-0.033
|
.
|
-0.004
|
-0.175
|
.
|
.
|
.
|
.
|
.
|
|
par_3
|
0.111
|
-0.009
|
0
|
0.087
|
-0.074
|
.
|
0.145
|
-0.105
|
.
|
0.127
|
-0.086
|
-0.003
|
0.06
|
.
|
0.023
|
0.175
|
-0.065
|
0.052
|
0.034
|
.
|
0.067
|
0.036
|
-0.029
|
-0.039
|
0.09
|
-0.013
|
0
|
0.002
|
-0.013
|
0.024
|
|
par_6
|
0.203
|
.
|
-0.002
|
0.123
|
.
|
-0.074
|
0.075
|
-0.103
|
-0.027
|
0.046
|
-0.026
|
-0.068
|
0.137
|
-0.038
|
-0.011
|
0.196
|
-0.165
|
-0.215
|
0.03
|
0.076
|
.
|
0.011
|
-0.001
|
0.011
|
-0.018
|
.
|
.
|
.
|
.
|
.
|
|
par_9
|
0.105
|
0.082
|
0.004
|
.
|
.
|
0.064
|
0.069
|
0.003
|
.
|
0.049
|
-0.04
|
-0.002
|
.
|
.
|
.
|
0.142
|
-0.004
|
-0.015
|
0.006
|
.
|
0.013
|
0.03
|
-0.01
|
-0.018
|
.
|
.
|
0.002
|
.
|
.
|
.
|
|
par_12
|
-0.028
|
-0.095
|
.
|
0.023
|
-0.022
|
-0.038
|
0.026
|
-0.091
|
-0.009
|
-0.019
|
-0.092
|
-0.019
|
.
|
0
|
.
|
0.157
|
-0.137
|
-0.169
|
-0.011
|
0.011
|
-0.008
|
-0.05
|
0.022
|
0.011
|
-0.072
|
.
|
0.004
|
-0.01
|
.
|
-0.008
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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|
.
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.
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.
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.
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.
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.
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.
|
|
NO3
|
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.
|
.
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.
|
.
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.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
|
CHL
|
.
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.
|
.
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.
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.
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.
|
.
|
.
|
.
|
.
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.
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.
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.
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PHYC
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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PO4
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.
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.
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.
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.
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.
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.
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.
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.
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|
.
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|
O2
|
.
|
.
|
.
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.
|
.
|
.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.216
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
|
.
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|
sst
|
.
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.
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.
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.
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.
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.
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.
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.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
-0.013
|
0.032
|
-0.004
|
-0.04
|
.
|
.
|
-0.026
|
.
|
.
|
-0.054
|
.
|
0.01
|
-0.005
|
0.019
|
.
|
-0.077
|
.
|
0.044
|
-0.043
|
.
|
.
|
-0.028
|
0.004
|
.
|
-0.035
|
.
|
.
|
.
|
.
|
-0.007
|
|
PP
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgosa
|
-0.082
|
.
|
-0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.034
|
.
|
.
|
.
|
.
|
.
|
-0.36
|
.
|
0.096
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgos
|
.
|
-0.014
|
.
|
.
|
.
|
.
|
.
|
-0.147
|
0.011
|
.
|
-0.074
|
0.083
|
.
|
.
|
.
|
.
|
-0.105
|
.
|
-0.06
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.001
|
.
|
.
|
|
sla
|
-0.209
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.041
|
.
|
.
|
.
|
.
|
.
|
-1.079
|
0.01
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugosa
|
0.039
|
.
|
0.01
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.004
|
-0.008
|
.
|
.
|
.
|
0.194
|
0.02
|
-0.138
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.002
|
0.03
|
.
|
.
|
|
ugos
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.052
|
.
|
0.08
|
.
|
.
|
.
|
.
|
.
|
-0.116
|
.
|
0.053
|
.
|
.
|
.
|
0.008
|
-0.013
|
-0.052
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_stress
|
.
|
.
|
0.017
|
.
|
.
|
.
|
-0.055
|
.
|
0.042
|
.
|
-0.005
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.354
|
.
|
.
|
-0.188
|
.
|
.
|
-0.138
|
.
|
.
|
.
|
.
|
.
|
|
eastward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.103
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
0.212
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.646
|
0.152
|
.
|
.
|
.
|
.
|
0.44
|
.
|
.
|
0.054
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.004
|
.
|
.
|
.
|
|
wind_speed
|
0.012
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.02
|
.
|
0.181
|
-0.042
|
0.163
|
.
|
.
|
.
|
.
|
-0.142
|
-0.011
|
0.209
|
.
|
.
|
.
|
-0.071
|
-0.087
|
0.026
|
.
|
0.003
|
.
|
.
|
.
|
|
surface_downward_northward_stress
|
0.176
|
.
|
.
|
.
|
.
|
.
|
0.106
|
.
|
.
|
0.162
|
.
|
.
|
.
|
.
|
.
|
0.683
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.023
|
.
|
.
|
.
|
.
|
.
|
|
northward_wind
|
.
|
0.06
|
-0.003
|
0.032
|
.
|
.
|
.
|
.
|
-0.104
|
0.141
|
0.16
|
-0.289
|
.
|
.
|
-0.096
|
.
|
0.157
|
.
|
0.311
|
.
|
.
|
0.186
|
.
|
.
|
1.241
|
.
|
.
|
0.051
|
.
|
.
|
|
sss
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.178
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
Tables KOK1801

Alpha coefficients
| AOU_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| oxygen_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| phosphate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| silicate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_6 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_9 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_12 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Si |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PHYC |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PO4 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| O2 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Fe |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PP |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sla |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| eastward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_eastward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_speed |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_northward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| northward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
pico2_2-diam
|
pico2_2-chl
|
pico2_2-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest1_2-diam
|
rest1_2-chl
|
rest1_2-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg1-diam
|
bg1-chl
|
bg1-pe
|
bg2-diam
|
bg2-chl
|
bg2-pe
|
|
intp
|
1.018
|
1.532
|
0.358
|
5.665
|
6.343
|
0.557
|
6.922
|
7.177
|
1.072
|
7.24
|
6.856
|
1.467
|
7.341
|
4.461
|
5.871
|
6.912
|
4.299
|
3.124
|
7.203
|
2.105
|
1.46
|
4.106
|
1.167
|
0.439
|
5.688
|
4.145
|
1.001
|
3.236
|
2.421
|
2.622
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
|
.
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.
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.
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.
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.
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.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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sss_cruise
|
.
|
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sst_cruise
|
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.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
|
par
|
.
|
-0.034
|
.
|
.
|
-0.014
|
0.047
|
.
|
.
|
0.087
|
.
|
.
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.
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.
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.
|
.
|
.
|
|
par_3
|
0.153
|
.
|
0.01
|
0.346
|
.
|
0.006
|
.
|
-0.103
|
.
|
-0.008
|
-0.005
|
.
|
.
|
.
|
.
|
.
|
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.
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.
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.
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.
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.
|
.
|
.
|
.
|
|
par_6
|
0.167
|
0.062
|
.
|
0.179
|
0.036
|
.
|
-0.026
|
.
|
-0.049
|
-0.008
|
-0.02
|
-0.024
|
.
|
.
|
0.015
|
.
|
.
|
.
|
0.007
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.013
|
.
|
|
par_9
|
0.048
|
.
|
.
|
0.147
|
0.057
|
.
|
.
|
-0.012
|
.
|
.
|
.
|
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.
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.
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|
par_12
|
.
|
.
|
.
|
.
|
.
|
.
|
0.028
|
-0.031
|
-0.003
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
|
0.019
|
.
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Si
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NO3
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CHL
|
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.
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.
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PHYC
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PO4
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O2
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sst
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.
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.
|
.
|
|
Fe
|
-0.058
|
.
|
0.006
|
-0.116
|
.
|
.
|
.
|
0.057
|
-0.03
|
0.006
|
.
|
.
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PP
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vgosa
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vgos
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
|
sla
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.182
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.004
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugosa
|
.
|
-0.019
|
.
|
.
|
-0.052
|
.
|
0.008
|
-0.033
|
.
|
.
|
-0.032
|
.
|
.
|
-0.072
|
.
|
.
|
.
|
.
|
.
|
-0.025
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugos
|
0.038
|
.
|
0.009
|
0.114
|
.
|
0.002
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
|
.
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.
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.
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.
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.
|
.
|
.
|
.
|
0.008
|
.
|
.
|
.
|
.
|
-0.025
|
.
|
|
wind_stress
|
.
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
|
eastward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
|
.
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.
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.
|
.
|
.
|
.
|
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|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_speed
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_northward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
|
.
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.
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.
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.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
northward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
|
.
|
Tables KM1802

Alpha coefficients
| AOU_WOA_clim |
. |
. |
. |
. |
. |
. |
-0.037 |
. |
. |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
-0.115 |
-0.035 |
. |
. |
. |
0.106 |
. |
. |
. |
| oxygen_WOA_clim |
. |
. |
. |
. |
0.596 |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
. |
. |
. |
9.623 |
. |
. |
. |
. |
. |
| phosphate_WOA_clim |
0.469 |
2.783 |
1.757 |
. |
-1.985 |
. |
. |
. |
. |
. |
| silicate_WOA_clim |
. |
-0.998 |
-7.874 |
. |
. |
. |
4.041 |
. |
. |
. |
| sss_cruise |
0.216 |
. |
. |
. |
. |
-2.654 |
. |
0.122 |
. |
-0.021 |
| sst_cruise |
. |
5.868 |
-1.439 |
-0.362 |
-0.47 |
. |
0.161 |
. |
. |
1.687 |
| par |
0.025 |
-0.052 |
0.01 |
-0.028 |
. |
0.03 |
-0.161 |
. |
-0.307 |
. |
| par_3 |
0.098 |
. |
. |
-0.184 |
0.318 |
-0.105 |
. |
. |
-0.051 |
. |
| par_6 |
-0.013 |
0.009 |
. |
. |
0.002 |
-0.413 |
. |
. |
. |
. |
| par_9 |
0.061 |
. |
. |
-0.077 |
0.162 |
-0.064 |
. |
. |
. |
. |
| par_12 |
. |
0.381 |
. |
-0.087 |
0.124 |
-0.272 |
-0.023 |
-0.038 |
0.117 |
0.11 |
| Si |
. |
31.616 |
. |
-3.073 |
. |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
-3.813 |
. |
. |
4.049 |
. |
. |
. |
4.936 |
-6.605 |
. |
| PHYC |
2.723 |
. |
. |
. |
-0.081 |
. |
. |
. |
. |
. |
| PO4 |
. |
1.048 |
. |
. |
-14.093 |
. |
. |
. |
. |
. |
| O2 |
. |
. |
-4.655 |
. |
-0.786 |
. |
1.009 |
. |
. |
. |
| sst |
0.627 |
. |
. |
. |
. |
. |
. |
0.21 |
. |
. |
| Fe |
. |
. |
. |
. |
. |
. |
-0.066 |
. |
. |
-0.055 |
| PP |
6.969 |
. |
. |
. |
-0.557 |
. |
. |
. |
. |
. |
| vgosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sla |
. |
-1.065 |
. |
0.001 |
. |
. |
-0.24 |
. |
. |
. |
| ugosa |
0.226 |
. |
. |
-0.141 |
. |
0.105 |
. |
. |
. |
. |
| ugos |
. |
. |
0.233 |
. |
-0.122 |
. |
. |
. |
-0.146 |
. |
| wind_stress |
. |
. |
0.061 |
. |
. |
. |
. |
. |
. |
. |
| eastward_wind |
-0.03 |
. |
. |
. |
. |
-0.398 |
. |
. |
0.237 |
. |
| surface_downward_eastward_stress |
. |
. |
-0.085 |
. |
0.128 |
. |
. |
. |
. |
. |
| wind_speed |
. |
. |
. |
. |
. |
. |
. |
. |
. |
-0.034 |
| surface_downward_northward_stress |
. |
. |
. |
-0.188 |
0.047 |
. |
. |
. |
0.033 |
0.032 |
| northward_wind |
0.332 |
-0.087 |
. |
. |
. |
0.307 |
-0.028 |
. |
. |
. |
| sss |
0.329 |
1.484 |
-0.427 |
-1.566 |
. |
-2.714 |
. |
-1.161 |
. |
0.717 |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
small-diam
|
small-chl
|
small-pe
|
syn-diam
|
syn-chl
|
syn-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg1-diam
|
bg1-chl
|
bg1-pe
|
bg2-diam
|
bg2-chl
|
bg2-pe
|
|
intp
|
0.917
|
1.838
|
0.414
|
1.451
|
1.564
|
0.632
|
2.994
|
3.491
|
3.366
|
5.517
|
6.416
|
0.652
|
6.534
|
7.383
|
1.407
|
7.541
|
5.214
|
6.501
|
7.177
|
2.781
|
2.252
|
3.793
|
1.117
|
0.481
|
5.788
|
4.218
|
1.516
|
4.576
|
2.541
|
3.155
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
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|
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|
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|
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|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
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|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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|
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|
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|
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|
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|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
|
.
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.
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.
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|
.
|
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|
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|
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|
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|
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|
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|
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|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
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|
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|
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|
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|
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|
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|
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|
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
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|
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|
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|
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|
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|
.
|
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|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
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|
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|
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|
.
|
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|
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|
.
|
.
|
|
sss_cruise
|
.
|
.
|
.
|
.
|
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|
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|
.
|
.
|
.
|
.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
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|
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|
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|
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.
|
.
|
.
|
|
sst_cruise
|
.
|
.
|
.
|
.
|
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|
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|
.
|
.
|
.
|
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.
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.
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.
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.
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.
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.
|
.
|
.
|
.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.06
|
-0.062
|
-0.009
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.082
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_3
|
0.112
|
.
|
0.03
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.04
|
-0.021
|
0.06
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_6
|
0.127
|
.
|
0.011
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.102
|
-0.054
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_9
|
0.09
|
0.01
|
0.006
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.036
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_12
|
0.043
|
.
|
0.027
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.057
|
0.037
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.006
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Si
|
.
|
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|
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NO3
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CHL
|
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PHYC
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PO4
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O2
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sst
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Fe
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.
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PP
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.
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.
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.
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.
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.
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vgosa
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgos
|
0.035
|
-0.028
|
-0.007
|
.
|
.
|
0.015
|
0.071
|
.
|
.
|
.
|
-0.094
|
0
|
.
|
-0.046
|
.
|
.
|
.
|
.
|
-0.007
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sla
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
.
|
.
|
|
ugosa
|
.
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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|
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|
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|
.
|
.
|
.
|
.
|
.
|
|
ugos
|
.
|
.
|
-0.005
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
|
.
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.
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.
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.
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.
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|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_stress
|
.
|
0.029
|
.
|
.
|
.
|
-0.017
|
.
|
.
|
.
|
.
|
.
|
-0.009
|
-0.001
|
0.026
|
-0.052
|
.
|
.
|
-0.004
|
0.007
|
.
|
.
|
.
|
.
|
-0.008
|
.
|
.
|
.
|
.
|
.
|
.
|
|
eastward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
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|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_speed
|
.
|
.
|
-0.029
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
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|
.
|
.
|
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|
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|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_northward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
northward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
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.
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.
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.
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.
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.
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.
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.
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.
|
.
|
Tables KOK1803

Alpha coefficients
| AOU_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| oxygen_WOA_clim |
. |
. |
. |
. |
. |
-3.46 |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| phosphate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| silicate_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sst_cruise |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_3 |
. |
. |
. |
. |
. |
0.147 |
. |
. |
. |
. |
| par_6 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_9 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par_12 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Si |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PHYC |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PO4 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| O2 |
. |
. |
. |
. |
. |
-1.872 |
. |
. |
. |
. |
| sst |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Fe |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| PP |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sla |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| ugosa |
. |
. |
. |
. |
. |
-0.047 |
. |
. |
. |
. |
| ugos |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| eastward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_eastward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| wind_speed |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| surface_downward_northward_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| northward_wind |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| sss |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
pro2-diam
|
pro2-chl
|
pro2-pe
|
small-diam
|
small-chl
|
small-pe
|
syn-diam
|
syn-chl
|
syn-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg1-diam
|
bg1-chl
|
bg1-pe
|
|
intp
|
1.562
|
2.062
|
0.495
|
1.442
|
1.824
|
0.359
|
1.21
|
1.039
|
0.384
|
3.211
|
2.713
|
2.614
|
5.645
|
5.888
|
0.68
|
7.035
|
7.161
|
1.386
|
7.373
|
4.444
|
5.943
|
7.236
|
2.562
|
1.857
|
3.579
|
1.075
|
0.482
|
4.516
|
2.289
|
2.45
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.111
|
-0.126
|
.
|
0.08
|
-0.131
|
.
|
.
|
.
|
.
|
.
|
-0.086
|
.
|
.
|
-0.071
|
0.006
|
.
|
-0.137
|
0.082
|
.
|
.
|
.
|
.
|
-0.015
|
.
|
.
|
.
|
0.004
|
.
|
.
|
.
|
|
par_3
|
0.018
|
-0.108
|
.
|
0.097
|
-0.064
|
.
|
0.032
|
.
|
.
|
0.085
|
-0.002
|
.
|
0.008
|
-0.095
|
.
|
.
|
-0.127
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.001
|
.
|
.
|
.
|
|
par_6
|
0.177
|
.
|
.
|
0.115
|
.
|
.
|
0.1
|
.
|
.
|
0.08
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.05
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_9
|
0.052
|
.
|
.
|
0.115
|
.
|
.
|
.
|
.
|
.
|
0.007
|
.
|
.
|
.
|
.
|
.
|
0.022
|
-0.059
|
-0.044
|
.
|
.
|
.
|
-0.012
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par_12
|
-0.004
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.04
|
-0.003
|
.
|
.
|
.
|
-0.053
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
NO3
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PO4
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
O2
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
.
|
.
|
.
|
-0.034
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PP
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgosa
|
-0.152
|
-0.146
|
.
|
-0.074
|
-0.059
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.07
|
0.049
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgos
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sla
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugosa
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.057
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugos
|
.
|
.
|
.
|
0.015
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.04
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
eastward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_speed
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_northward_stress
|
.
|
.
|
-0.018
|
-0.005
|
.
|
-0.013
|
.
|
.
|
-0.012
|
.
|
.
|
.
|
.
|
.
|
.
|
0.003
|
-0.018
|
0.018
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
northward_wind
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
Tables FK180310-1

Alpha coefficients
| AOU_WOA_clim |
0.208 |
. |
. |
0.002 |
0.296 |
. |
. |
-0.401 |
-0.064 |
. |
| density_WOA_clim |
-1.223 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
-0.003 |
. |
. |
0 |
0 |
. |
. |
0.002 |
0.001 |
. |
| oxygen_WOA_clim |
-0.032 |
. |
. |
. |
-0.079 |
. |
. |
0.237 |
0.234 |
. |
| salinity_WOA_clim |
-0.255 |
. |
5.309 |
0.395 |
. |
. |
-1.31 |
. |
. |
. |
| conductivity_WOA_clim |
. |
5.196 |
. |
. |
3.578 |
. |
-2.083 |
-6.787 |
-1.746 |
-0.522 |
| nitrate_WOA_clim |
-40.646 |
. |
82.286 |
-21.145 |
-11.057 |
3.189 |
. |
. |
13.229 |
14.432 |
| phosphate_WOA_clim |
. |
-0.977 |
. |
. |
. |
-3.324 |
. |
0.126 |
. |
0.241 |
| silicate_WOA_clim |
0.124 |
. |
. |
. |
. |
. |
. |
-3.112 |
. |
. |
| sss_cruise |
1.611 |
-0.694 |
-0.375 |
-0.472 |
1.871 |
. |
. |
0.302 |
0.863 |
-0.463 |
| sst_cruise |
0.594 |
. |
-0.256 |
-0.54 |
-0.406 |
0.507 |
. |
-1.235 |
0.211 |
0.311 |
| par |
0.067 |
. |
-0.273 |
0.139 |
0.102 |
-0.005 |
-0.055 |
0.046 |
. |
-0.051 |
| par_3 |
0.035 |
0.11 |
-0.112 |
0.268 |
0.136 |
-0.114 |
. |
. |
-0.014 |
-0.041 |
| par_6 |
0.061 |
0.001 |
-0.167 |
0.289 |
. |
-0.143 |
. |
0.011 |
. |
-0.065 |
| par_9 |
0.041 |
. |
-0.106 |
0.158 |
0.064 |
-0.15 |
0.043 |
. |
-0.012 |
-0.004 |
| par_12 |
0.056 |
0.06 |
. |
0.023 |
0.223 |
-0.082 |
-0.007 |
-0.04 |
-0.019 |
. |
| Si |
-12.531 |
. |
19.288 |
-9.29 |
-15.906 |
-7.792 |
. |
13.836 |
3.291 |
5.602 |
| NO3 |
. |
. |
22.648 |
. |
. |
. |
. |
-136.524 |
. |
. |
| CHL |
-0.401 |
-4.804 |
-0.009 |
9.915 |
-6.05 |
-2.943 |
2.009 |
23.723 |
0.009 |
0.889 |
| PHYC |
0.413 |
. |
. |
-3.961 |
. |
-2.225 |
. |
. |
2.715 |
. |
| PO4 |
16.588 |
18.972 |
-1.773 |
-0.365 |
24.712 |
9.083 |
0.365 |
-34.455 |
-2.673 |
-2.252 |
| O2 |
4.463 |
7.138 |
2.146 |
-2.578 |
8.032 |
0.004 |
-0.004 |
-16.107 |
-2.552 |
-1.291 |
| sst |
. |
0.083 |
-0.449 |
. |
0.781 |
-0.528 |
0.597 |
. |
. |
-0.78 |
| Fe |
-0.057 |
0.159 |
0.172 |
-0.028 |
. |
-0.138 |
. |
-0.04 |
0.034 |
0.013 |
| PP |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgosa |
0.018 |
0.043 |
0.029 |
-0.038 |
-0.005 |
. |
. |
. |
-0.022 |
. |
| vgos |
. |
. |
. |
. |
. |
0.083 |
. |
. |
. |
-0.043 |
| sla |
-0.232 |
. |
0.501 |
-0.188 |
-0.122 |
-0.827 |
. |
0.634 |
0.138 |
0.08 |
| ugosa |
. |
. |
-0.07 |
0.057 |
. |
. |
. |
0.038 |
0.018 |
. |
| ugos |
0.066 |
. |
. |
. |
0.016 |
. |
-0.042 |
. |
. |
. |
| wind_stress |
-0.086 |
. |
. |
-0.013 |
-0.087 |
. |
0 |
. |
. |
0.064 |
| eastward_wind |
-0.217 |
. |
0.119 |
-0.247 |
. |
-0.003 |
0.064 |
0.701 |
. |
. |
| surface_downward_eastward_stress |
. |
. |
. |
. |
0.066 |
. |
. |
. |
. |
. |
| wind_speed |
-0.004 |
0.01 |
. |
-0.009 |
. |
. |
. |
0.344 |
-0.008 |
. |
| surface_downward_northward_stress |
-0.001 |
. |
. |
-0.088 |
-0.056 |
. |
0.066 |
. |
0.027 |
0.009 |
| northward_wind |
. |
. |
-0.015 |
0 |
. |
-0.002 |
0.013 |
0.175 |
. |
. |
| sss |
. |
. |
-0.834 |
-0.26 |
0.025 |
0.327 |
. |
. |
. |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
syn-diam
|
syn-chl
|
syn-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
pico2_2-diam
|
pico2_2-chl
|
pico2_2-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest1_2-diam
|
rest1_2-chl
|
rest1_2-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg1-diam
|
bg1-chl
|
bg1-pe
|
|
intp
|
1.308
|
1.637
|
0.421
|
2.991
|
3.164
|
3.488
|
5.44
|
5.958
|
0.539
|
6.331
|
6.817
|
1.277
|
7.296
|
7.322
|
1.752
|
7.299
|
4.563
|
6.235
|
7.155
|
3.216
|
2.255
|
6.925
|
1.282
|
0.9
|
3.541
|
1.073
|
0.487
|
4.942
|
2.948
|
2.478
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.005
|
.
|
.
|
0.01
|
.
|
.
|
.
|
.
|
0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
-0.27
|
.
|
.
|
-0.024
|
.
|
.
|
.
|
0.104
|
.
|
-0.571
|
0.136
|
-0.036
|
0.027
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
0.136
|
0.206
|
.
|
-0.092
|
.
|
.
|
-0.111
|
-0.019
|
-0.019
|
-0.071
|
0.074
|
-0.155
|
-0.002
|
.
|
-0.082
|
.
|
.
|
.
|
0.015
|
0.025
|
-0.092
|
-0.001
|
0.009
|
-0.042
|
.
|
0.024
|
.
|
.
|
-0.044
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
-0.241
|
-0.387
|
.
|
.
|
.
|
-0.002
|
.
|
.
|
0.006
|
.
|
.
|
0.232
|
.
|
-0.077
|
0.441
|
.
|
-0.003
|
.
|
-0.204
|
.
|
.
|
.
|
-0.172
|
0.12
|
-2.43
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
0.001
|
0.551
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.128
|
.
|
.
|
.
|
.
|
.
|
.
|
0.016
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
-0.618
|
-0.216
|
0.02
|
.
|
.
|
.
|
-0.26
|
.
|
.
|
-0.085
|
0.001
|
0.683
|
0.127
|
.
|
0.122
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.012
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.086
|
-0.082
|
0
|
0.022
|
-0.011
|
0.038
|
0.067
|
-0.097
|
0.013
|
-0.021
|
-0.1
|
0.06
|
0.003
|
0.016
|
0.096
|
0.001
|
-0.01
|
0.015
|
0.009
|
-0.102
|
0
|
0.001
|
.
|
0.018
|
-0.015
|
-0.006
|
0.001
|
-0.004
|
0
|
0.066
|
|
par_3
|
0.106
|
-0.01
|
0
|
0.09
|
-0.05
|
.
|
0.071
|
-0.096
|
-0.011
|
0.056
|
-0.101
|
-0.034
|
0.001
|
-0.067
|
-0.013
|
-0.022
|
-0.004
|
-0.012
|
-0.007
|
-0.047
|
-0.012
|
-0.014
|
0.008
|
-0.001
|
-0.036
|
0.001
|
0.002
|
-0.035
|
-0.013
|
0.005
|
|
par_6
|
0.136
|
-0.01
|
-0.002
|
0.07
|
-0.048
|
-0.065
|
0.182
|
-0.091
|
-0.002
|
0.108
|
-0.004
|
-0.036
|
0.02
|
-0.036
|
-0.018
|
0
|
-0.003
|
.
|
-0.032
|
0.029
|
-0.048
|
0.001
|
-0.013
|
-0.029
|
.
|
0.001
|
-0.002
|
-0.028
|
.
|
.
|
|
par_9
|
0.096
|
0.036
|
0
|
0.048
|
.
|
.
|
0.09
|
-0.003
|
-0.002
|
0.004
|
-0.015
|
-0.052
|
0.007
|
-0.044
|
-0.001
|
0.002
|
-0.005
|
0.007
|
-0.003
|
0.022
|
0.004
|
.
|
-0.005
|
0.012
|
-0.007
|
0.001
|
.
|
.
|
.
|
0
|
|
par_12
|
0.052
|
-0.009
|
-0.001
|
0.02
|
-0.098
|
-0.093
|
0.11
|
-0.004
|
-0.001
|
0.019
|
-0.105
|
-0.039
|
-0.001
|
-0.041
|
0.004
|
-0.008
|
.
|
.
|
-0.021
|
-0.005
|
.
|
-0.007
|
-0.003
|
-0.011
|
-0.009
|
-0.004
|
-0.001
|
.
|
0.016
|
-0.053
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
NO3
|
.
|
.
|
.
|
.
|
-0.056
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PO4
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.547
|
0.4
|
.
|
-0.155
|
0.001
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
O2
|
0.276
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.521
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst
|
0.056
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
0.269
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
-0.037
|
0.092
|
-0.002
|
.
|
0.154
|
0.176
|
-0.072
|
0.029
|
-0.005
|
-0.106
|
0.037
|
-0.037
|
-0.025
|
0.016
|
-0.049
|
-0.013
|
0.003
|
.
|
-0.012
|
-0.009
|
-0.025
|
-0.006
|
0.001
|
.
|
0.042
|
0.002
|
0.001
|
0.016
|
0.044
|
-0.04
|
|
PP
|
0.292
|
0.067
|
.
|
0.019
|
.
|
.
|
.
|
-0.108
|
.
|
0.202
|
0.005
|
0.122
|
0.005
|
-0.036
|
0.006
|
.
|
.
|
-0.008
|
.
|
.
|
.
|
.
|
-0.084
|
-0.037
|
.
|
.
|
-0.016
|
.
|
.
|
.
|
|
vgosa
|
0.348
|
0.241
|
-0.03
|
0.008
|
.
|
-0.051
|
0.011
|
-0.163
|
-0.038
|
0.097
|
0.015
|
-0.277
|
.
|
0
|
.
|
.
|
.
|
-0.01
|
.
|
.
|
.
|
.
|
.
|
.
|
0.078
|
.
|
.
|
.
|
.
|
-0.005
|
|
vgos
|
-0.361
|
-0.292
|
0.032
|
.
|
-0.047
|
.
|
.
|
0.117
|
0.05
|
.
|
-0.021
|
0.33
|
0
|
.
|
0.042
|
0.003
|
-0.013
|
.
|
-0.006
|
.
|
0.024
|
0.007
|
-0.024
|
0.014
|
-0.287
|
-0.015
|
0
|
-0.016
|
.
|
.
|
|
sla
|
0.097
|
0.069
|
0.005
|
0.055
|
0.044
|
0.023
|
0.169
|
-0.008
|
-0.038
|
-0.035
|
-0.125
|
-0.093
|
.
|
0.047
|
-0.172
|
-0.016
|
0.009
|
-0.004
|
0.022
|
-0.034
|
-0.083
|
-0.024
|
0.103
|
-0.016
|
0.828
|
0.064
|
0.008
|
0.042
|
0.015
|
-0.017
|
|
ugosa
|
.
|
0.497
|
-0.031
|
.
|
0.045
|
0.05
|
0.01
|
.
|
.
|
-0.493
|
0.588
|
-0.215
|
.
|
0.008
|
0
|
0
|
0.01
|
.
|
.
|
-0.015
|
.
|
.
|
0.001
|
-0.01
|
0.074
|
.
|
0
|
0.001
|
.
|
.
|
|
ugos
|
0.041
|
-0.548
|
0.037
|
0.041
|
.
|
.
|
0.02
|
-0.029
|
0.001
|
0.593
|
-0.678
|
0.255
|
0.007
|
.
|
0.014
|
.
|
.
|
0.008
|
-0.007
|
.
|
0.03
|
0.004
|
.
|
.
|
.
|
-0.004
|
.
|
.
|
.
|
0.001
|
|
wind_stress
|
-0.047
|
0.04
|
-0.022
|
-0.074
|
0.146
|
0.156
|
-0.063
|
0.081
|
.
|
-0.521
|
0.034
|
.
|
-0.052
|
0.083
|
-0.039
|
-0.022
|
0.03
|
.
|
-0.005
|
0.052
|
.
|
.
|
0.025
|
0
|
0.123
|
0.001
|
.
|
0.117
|
-0.011
|
.
|
|
eastward_wind
|
-0.172
|
0.084
|
-0.011
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.079
|
0.181
|
.
|
-0.052
|
0.08
|
.
|
-0.039
|
.
|
-0.004
|
.
|
.
|
-0.004
|
-0.004
|
.
|
.
|
.
|
0.005
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
.
|
.
|
.
|
.
|
.
|
.
|
0.003
|
-0.073
|
.
|
.
|
.
|
-0.03
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.012
|
.
|
.
|
0.008
|
.
|
.
|
.
|
|
wind_speed
|
-0.012
|
.
|
0.014
|
0.111
|
.
|
.
|
0.107
|
-0.022
|
-0.006
|
0.556
|
0.135
|
-0.064
|
0.028
|
-0.002
|
-0.027
|
.
|
.
|
0.02
|
-0.002
|
.
|
.
|
.
|
0.013
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_northward_stress
|
-0.068
|
0.006
|
-0.007
|
.
|
.
|
-0.049
|
.
|
-0.191
|
-0.016
|
-0.094
|
0.106
|
-0.043
|
-0.008
|
0.012
|
.
|
-0.004
|
0.03
|
0.017
|
.
|
.
|
-0.014
|
-0.005
|
.
|
.
|
0.048
|
0.005
|
.
|
.
|
0.014
|
-0.056
|
|
northward_wind
|
0.007
|
-0.029
|
0.008
|
-0.016
|
0.012
|
0.114
|
-0.06
|
0.237
|
0.018
|
0.108
|
-0.086
|
0.082
|
.
|
0.014
|
0.01
|
.
|
.
|
0.019
|
0.006
|
-0.031
|
.
|
.
|
0.038
|
-0.017
|
.
|
.
|
0.002
|
-0.073
|
.
|
.
|
|
sss
|
-0.132
|
-0.79
|
0.014
|
.
|
-0.441
|
-0.554
|
.
|
-0.223
|
.
|
0.324
|
-0.664
|
0.429
|
.
|
-0.03
|
0.117
|
.
|
.
|
.
|
-0.044
|
.
|
.
|
.
|
.
|
0.095
|
-0.626
|
.
|
.
|
.
|
.
|
.
|
Tables FK180310-2

Alpha coefficients
| AOU_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| density_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| o2sat_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| oxygen_WOA_clim |
0.005 |
. |
-0.31 |
. |
. |
. |
. |
. |
. |
. |
| salinity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| conductivity_WOA_clim |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| nitrate_WOA_clim |
. |
. |
. |
9.552 |
. |
. |
. |
. |
3.204 |
. |
| phosphate_WOA_clim |
. |
-1.029 |
-0.074 |
. |
. |
. |
. |
-0.242 |
. |
0.239 |
| silicate_WOA_clim |
. |
. |
. |
0.261 |
. |
. |
. |
. |
. |
. |
| sss_cruise |
-0.542 |
0.221 |
1.242 |
-0.418 |
. |
-0.022 |
. |
. |
. |
. |
| sst_cruise |
-0.056 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| par |
0.002 |
. |
. |
0.027 |
. |
-0.102 |
0.021 |
-0.091 |
-0.121 |
. |
| par_3 |
0.081 |
. |
. |
0.194 |
-0.044 |
. |
0.012 |
. |
-0.007 |
. |
| par_6 |
0.022 |
. |
-0.038 |
0.162 |
-0.086 |
. |
0.041 |
-0.026 |
-0.062 |
. |
| par_9 |
0.114 |
. |
-0.045 |
0.08 |
-0.175 |
0.042 |
. |
-0.027 |
. |
. |
| par_12 |
. |
. |
-0.001 |
0.08 |
. |
0.026 |
-0.011 |
-0.001 |
0.008 |
. |
| Si |
. |
-0.796 |
. |
-0.548 |
. |
. |
. |
. |
. |
. |
| NO3 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| CHL |
. |
. |
. |
. |
. |
. |
. |
. |
0.207 |
. |
| PHYC |
. |
. |
. |
. |
. |
-3.048 |
. |
. |
. |
. |
| PO4 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| O2 |
0.036 |
. |
. |
-1.03 |
1.096 |
. |
. |
-0.459 |
. |
. |
| sst |
-0.665 |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| Fe |
0.034 |
. |
. |
. |
. |
-0.034 |
. |
. |
. |
. |
| PP |
-0.407 |
. |
. |
. |
. |
-0.078 |
. |
. |
. |
. |
| vgosa |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| vgos |
. |
. |
-0.027 |
-0.027 |
0.104 |
. |
0.005 |
-0.083 |
. |
. |
| sla |
. |
0.091 |
. |
. |
. |
. |
. |
. |
. |
. |
| ugosa |
-0.049 |
. |
. |
. |
-0.012 |
. |
0.014 |
. |
. |
. |
| ugos |
-0.013 |
0.018 |
. |
. |
. |
0.021 |
. |
. |
. |
-0.036 |
| wind_stress |
. |
. |
. |
. |
. |
. |
. |
. |
. |
. |
| eastward_wind |
0.086 |
. |
-0.024 |
. |
. |
0.047 |
0.089 |
0.158 |
-0.021 |
. |
| surface_downward_eastward_stress |
-0.042 |
. |
. |
0.008 |
. |
. |
. |
. |
. |
. |
| wind_speed |
. |
. |
. |
0.082 |
-0.23 |
. |
. |
0.159 |
. |
-0.056 |
| surface_downward_northward_stress |
. |
. |
. |
0.064 |
-0.053 |
. |
. |
. |
. |
. |
| northward_wind |
0.104 |
. |
0.035 |
. |
. |
-0.073 |
-0.077 |
0.055 |
. |
. |
| sss |
. |
. |
0.497 |
. |
0.022 |
. |
. |
-0.062 |
. |
. |
Beta coefficients
|
|
pro1-diam
|
pro1-chl
|
pro1-pe
|
syn-diam
|
syn-chl
|
syn-pe
|
pico1_-diam
|
pico1_-chl
|
pico1_-pe
|
pico2_1-diam
|
pico2_1-chl
|
pico2_1-pe
|
bead-diam
|
bead-chl
|
bead-pe
|
rest1_1-diam
|
rest1_1-chl
|
rest1_1-pe
|
rest1_2-diam
|
rest1_2-chl
|
rest1_2-pe
|
rest2_-diam
|
rest2_-chl
|
rest2_-pe
|
bg1-diam
|
bg1-chl
|
bg1-pe
|
bg2-diam
|
bg2-chl
|
bg2-pe
|
|
intp
|
1.338
|
1.612
|
0.449
|
2.957
|
3.073
|
3.289
|
5.31
|
6.441
|
0.791
|
7.112
|
7.276
|
1.57
|
7.404
|
4.497
|
6.203
|
7.219
|
3.888
|
2.634
|
7.081
|
1.246
|
1.176
|
2.699
|
0.896
|
0.454
|
4.618
|
3.766
|
1.001
|
4.947
|
2.365
|
3.962
|
|
AOU_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.037
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.011
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
density_WOA_clim
|
0.072
|
.
|
.
|
.
|
.
|
.
|
.
|
0.095
|
.
|
-0.017
|
0.021
|
-0.282
|
.
|
.
|
.
|
-0.046
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
o2sat_WOA_clim
|
0.045
|
-0.017
|
.
|
.
|
.
|
.
|
0.072
|
.
|
0.061
|
.
|
.
|
0.023
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
oxygen_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
salinity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
conductivity_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
nitrate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
phosphate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
silicate_WOA_clim
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sss_cruise
|
-0.281
|
.
|
.
|
.
|
.
|
.
|
-0.165
|
.
|
.
|
.
|
.
|
0.112
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst_cruise
|
-0.613
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.391
|
.
|
.
|
-0.256
|
0.396
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
par
|
0.045
|
-0.111
|
-0.001
|
0.029
|
-0.029
|
.
|
0.095
|
-0.087
|
0.103
|
-0.006
|
-0.067
|
0.11
|
-0.001
|
-0.018
|
.
|
-0.002
|
-0.003
|
.
|
-0.004
|
0.011
|
0.011
|
.
|
-0.006
|
.
|
-0.004
|
-0.014
|
.
|
0.002
|
.
|
-0.01
|
|
par_3
|
0.069
|
-0.04
|
0.001
|
0.032
|
-0.183
|
-0.116
|
0.167
|
.
|
0.068
|
-0.01
|
-0.114
|
-0.026
|
-0.022
|
.
|
-0.011
|
.
|
.
|
.
|
-0.007
|
.
|
.
|
.
|
.
|
0.002
|
-0.02
|
.
|
.
|
.
|
-0.002
|
.
|
|
par_6
|
0.063
|
-0.041
|
-0.002
|
0.053
|
-0.08
|
-0.108
|
0.163
|
0.01
|
.
|
-0.043
|
-0.079
|
-0.078
|
.
|
.
|
-0.002
|
-0.056
|
0.002
|
-0.075
|
-0.008
|
-0.016
|
-0.007
|
.
|
-0.001
|
.
|
.
|
.
|
-0.002
|
.
|
.
|
.
|
|
par_9
|
0.13
|
0.036
|
0.004
|
0.052
|
.
|
.
|
0.226
|
0.146
|
0.049
|
-0.016
|
-0.048
|
-0.033
|
-0.029
|
-0.003
|
0.01
|
-0.005
|
.
|
-0.054
|
-0.022
|
-0.002
|
-0.041
|
0.008
|
-0.001
|
0
|
.
|
0.01
|
.
|
.
|
.
|
.
|
|
par_12
|
-0.039
|
-0.053
|
-0.002
|
.
|
-0.188
|
-0.225
|
-0.086
|
-0.14
|
-0.005
|
0.03
|
-0.101
|
.
|
-0.003
|
0.001
|
-0.013
|
-0.018
|
-0.021
|
.
|
-0.008
|
-0.014
|
0
|
.
|
-0.001
|
0.001
|
0.005
|
.
|
0.004
|
.
|
.
|
.
|
|
Si
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
NO3
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
CHL
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PHYC
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
PO4
|
-0.44
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
O2
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
sst
|
-0.469
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
Fe
|
0.073
|
0.011
|
0.005
|
-0.011
|
.
|
.
|
-0.002
|
-0.045
|
0.007
|
-0.008
|
-0.009
|
-0.021
|
.
|
-0.006
|
-0.005
|
.
|
.
|
0.086
|
.
|
.
|
.
|
.
|
0
|
0.003
|
.
|
.
|
0.023
|
.
|
.
|
.
|
|
PP
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
vgosa
|
-0.004
|
.
|
.
|
-0.01
|
-0.027
|
.
|
-0.042
|
.
|
.
|
.
|
0.144
|
.
|
.
|
.
|
0.005
|
.
|
.
|
.
|
0.005
|
.
|
0.004
|
0.024
|
.
|
.
|
.
|
0
|
.
|
.
|
.
|
.
|
|
vgos
|
.
|
-0.015
|
-0.002
|
.
|
-0.008
|
-0.028
|
.
|
.
|
.
|
0.01
|
-0.124
|
0.003
|
0.005
|
.
|
.
|
.
|
-0.029
|
0.018
|
.
|
0.003
|
0.013
|
.
|
0
|
.
|
-0.012
|
0.001
|
.
|
-0.012
|
.
|
.
|
|
sla
|
0.068
|
0.048
|
-0.003
|
.
|
.
|
0.087
|
.
|
0.089
|
.
|
-0.044
|
0.037
|
-0.055
|
-0.013
|
0.012
|
.
|
-0.012
|
0.028
|
-0.087
|
0
|
-0.008
|
.
|
-0.081
|
-0.006
|
-0.005
|
0.012
|
0.027
|
-0.066
|
0.003
|
.
|
-0.01
|
|
ugosa
|
0.263
|
0.056
|
.
|
0.005
|
-0.002
|
.
|
0.014
|
0.016
|
.
|
.
|
0.002
|
-0.27
|
.
|
.
|
0.003
|
.
|
.
|
.
|
.
|
0.004
|
.
|
-0.005
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
ugos
|
-0.283
|
-0.064
|
-0.003
|
.
|
.
|
.
|
0.012
|
.
|
0.004
|
0.01
|
.
|
0.268
|
0.004
|
.
|
.
|
0.012
|
0.004
|
-0.007
|
0.004
|
.
|
.
|
-0.006
|
-0.001
|
-0.003
|
.
|
.
|
-0.019
|
.
|
.
|
.
|
|
wind_stress
|
-0.05
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.052
|
.
|
-0.013
|
.
|
0.001
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
eastward_wind
|
.
|
0.137
|
0
|
-0.035
|
.
|
0.016
|
-0.039
|
0.233
|
-0.034
|
0
|
0.346
|
-0.008
|
.
|
0.003
|
0.013
|
0.02
|
.
|
.
|
0.02
|
.
|
.
|
-0.018
|
.
|
-0.001
|
.
|
.
|
.
|
.
|
.
|
.
|
|
surface_downward_eastward_stress
|
-0.115
|
-0.188
|
.
|
.
|
-0.102
|
.
|
.
|
-0.305
|
.
|
.
|
-0.478
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.002
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
|
wind_speed
|
.
|
-0.046
|
0.004
|
0.021
|
.
|
0.005
|
.
|
.
|
-0.003
|
0.021
|
.
|
0.02
|
.
|
.
|
0.011
|
-0.007
|
0.007
|
-0.023
|
.
|
.
|
-0.001
|
.
|
.
|
-0.003
|
0.019
|
-0.04
|
.
|
0.016
|
-0.004
|
.
|
|
surface_downward_northward_stress
|
0.092
|
-0.281
|
-0.001
|
0.125
|
-0.158
|
-0.842
|
0.243
|
-0.206
|
0.006
|
-0.002
|
-0.271
|
-0.061
|
.
|
-0.002
|
-0.014
|
-0.001
|
.
|
-0.019
|
.
|
-0.023
|
.
|
.
|
.
|
-0.003
|
.
|
.
|
0
|
.
|
.
|
.
|
|
northward_wind
|
0.065
|
0.309
|
0.002
|
-0.103
|
0.19
|
0.812
|
-0.202
|
0.274
|
.
|
.
|
0.301
|
.
|
0.013
|
.
|
.
|
.
|
.
|
.
|
0.008
|
.
|
-0.018
|
.
|
.
|
.
|
.
|
-0.016
|
.
|
.
|
.
|
.
|
|
sss
|
.
|
.
|
-0.005
|
.
|
.
|
.
|
.
|
.
|
.
|
-0.122
|
-0.015
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
.
|
Some diagnostics
You can never be too careful! Two things are shown, for each cruise:
for(cruise_id in all_cruise_id){
cat('##', cruise_id,' \n')
## Show the CV
summarydir = file.path(outputdir, cruise_id, "summaries")
cvres = readRDS(file.path(summarydir, "summary-orig.RDS"))
mat = cvres$cvscore.mat
mat %>% drawmat_precise() %>% plot() ##col = c("blue", "blue", "red"))
## Print the sparsity of the model coefficients.
alphadf = betadf = cvres$cvscore.mat
for(ii in 1:10){
for(jj in 1:10){
obj = cvres$bestreslist[[paste0(ii, "-", jj)]]
betas = do.call(cbind, lapply(obj$beta, function(beta)beta[-1,]))
alpha =obj$alpha[ ,-1]
betadf[ii,jj] = length(betas) - sum(betas==0)
alphadf[ii,jj] = length(alpha) - sum(alpha==0)
}
}
knitr::kable(alphadf, caption = "Number of nonzero alpha coeffs") %>% print() ## title "alpha"
knitr::kable(betadf, caption = "Number of nonzero beta coeffs") %>% print()## title "beta"
cat('\n\n')
}
KM1508

Number of nonzero alpha coeffs
| 1e-04 |
147 |
128 |
150 |
139 |
137 |
136 |
145 |
145 |
168 |
165 |
| 0.000221 |
115 |
108 |
108 |
105 |
105 |
101 |
115 |
112 |
117 |
128 |
| 0.000488 |
75 |
83 |
85 |
65 |
83 |
74 |
75 |
76 |
105 |
90 |
| 0.00108 |
46 |
47 |
57 |
50 |
57 |
54 |
58 |
57 |
59 |
63 |
| 0.00238 |
28 |
33 |
28 |
32 |
41 |
28 |
40 |
38 |
38 |
35 |
| 0.00525 |
16 |
18 |
14 |
22 |
19 |
20 |
23 |
29 |
29 |
30 |
| 0.0116 |
6 |
6 |
6 |
7 |
8 |
7 |
6 |
7 |
8 |
17 |
| 0.0256 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| 0.0566 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| 0.125 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
323 |
238 |
145 |
96 |
51 |
26 |
10 |
6 |
0 |
0 |
| 0.000221 |
316 |
221 |
159 |
90 |
58 |
26 |
10 |
5 |
0 |
0 |
| 0.000488 |
331 |
237 |
168 |
88 |
55 |
26 |
13 |
7 |
0 |
0 |
| 0.00108 |
327 |
220 |
159 |
87 |
51 |
26 |
14 |
6 |
0 |
0 |
| 0.00238 |
320 |
226 |
160 |
90 |
56 |
26 |
14 |
7 |
1 |
0 |
| 0.00525 |
327 |
216 |
173 |
97 |
50 |
23 |
14 |
5 |
2 |
0 |
| 0.0116 |
347 |
245 |
153 |
110 |
52 |
29 |
13 |
7 |
2 |
0 |
| 0.0256 |
334 |
241 |
167 |
101 |
57 |
23 |
12 |
7 |
2 |
0 |
| 0.0566 |
342 |
245 |
175 |
93 |
48 |
25 |
12 |
8 |
2 |
0 |
| 0.125 |
349 |
258 |
183 |
102 |
51 |
26 |
13 |
8 |
2 |
0 |
KM1512

Number of nonzero alpha coeffs
| 1e-04 |
164 |
172 |
144 |
165 |
170 |
143 |
170 |
170 |
165 |
198 |
| 0.000221 |
121 |
116 |
133 |
131 |
130 |
122 |
114 |
113 |
164 |
139 |
| 0.000488 |
93 |
96 |
102 |
101 |
83 |
71 |
83 |
103 |
102 |
99 |
| 0.00108 |
55 |
65 |
64 |
66 |
64 |
56 |
62 |
65 |
67 |
69 |
| 0.00238 |
31 |
32 |
36 |
37 |
36 |
31 |
41 |
37 |
35 |
42 |
| 0.00525 |
9 |
5 |
11 |
13 |
9 |
10 |
10 |
18 |
13 |
14 |
| 0.0116 |
3 |
4 |
4 |
4 |
4 |
6 |
3 |
5 |
7 |
5 |
| 0.0256 |
0 |
0 |
0 |
0 |
0 |
0 |
2 |
0 |
0 |
0 |
| 0.0566 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| 0.125 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
362 |
238 |
152 |
104 |
59 |
22 |
10 |
2 |
2 |
0 |
| 0.000221 |
331 |
229 |
165 |
97 |
53 |
27 |
10 |
3 |
0 |
0 |
| 0.000488 |
335 |
228 |
160 |
97 |
52 |
25 |
10 |
2 |
2 |
0 |
| 0.00108 |
357 |
225 |
160 |
91 |
49 |
24 |
11 |
2 |
2 |
0 |
| 0.00238 |
367 |
247 |
157 |
100 |
50 |
23 |
11 |
5 |
2 |
0 |
| 0.00525 |
354 |
246 |
155 |
104 |
53 |
24 |
13 |
4 |
2 |
0 |
| 0.0116 |
356 |
235 |
163 |
92 |
52 |
25 |
13 |
3 |
2 |
1 |
| 0.0256 |
344 |
253 |
176 |
87 |
53 |
24 |
13 |
2 |
2 |
0 |
| 0.0566 |
366 |
237 |
162 |
104 |
56 |
27 |
13 |
3 |
2 |
0 |
| 0.125 |
344 |
244 |
163 |
97 |
57 |
31 |
13 |
2 |
2 |
0 |
KM1513

Number of nonzero alpha coeffs
| 1e-04 |
133 |
145 |
136 |
136 |
139 |
147 |
141 |
143 |
160 |
155 |
| 0.000221 |
98 |
97 |
93 |
106 |
103 |
102 |
109 |
105 |
98 |
112 |
| 0.000488 |
81 |
90 |
90 |
75 |
82 |
74 |
80 |
78 |
94 |
94 |
| 0.00108 |
50 |
58 |
49 |
50 |
44 |
53 |
52 |
56 |
54 |
57 |
| 0.00238 |
34 |
30 |
29 |
22 |
26 |
26 |
34 |
30 |
36 |
41 |
| 0.00525 |
20 |
17 |
20 |
20 |
20 |
19 |
21 |
24 |
27 |
23 |
| 0.0116 |
10 |
8 |
7 |
10 |
10 |
11 |
9 |
11 |
11 |
7 |
| 0.0256 |
2 |
1 |
1 |
1 |
1 |
1 |
1 |
4 |
1 |
3 |
| 0.0566 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| 0.125 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
333 |
250 |
158 |
107 |
70 |
41 |
32 |
12 |
2 |
0 |
| 0.000221 |
347 |
246 |
147 |
113 |
70 |
44 |
30 |
12 |
3 |
0 |
| 0.000488 |
330 |
245 |
168 |
105 |
67 |
43 |
30 |
16 |
1 |
0 |
| 0.00108 |
339 |
238 |
145 |
98 |
64 |
38 |
31 |
12 |
3 |
0 |
| 0.00238 |
360 |
246 |
157 |
90 |
64 |
42 |
31 |
18 |
2 |
0 |
| 0.00525 |
340 |
219 |
151 |
110 |
70 |
45 |
30 |
17 |
2 |
0 |
| 0.0116 |
337 |
253 |
192 |
105 |
74 |
43 |
33 |
15 |
2 |
0 |
| 0.0256 |
337 |
242 |
174 |
107 |
67 |
50 |
31 |
13 |
3 |
0 |
| 0.0566 |
363 |
239 |
160 |
99 |
66 |
46 |
31 |
14 |
3 |
0 |
| 0.125 |
338 |
239 |
166 |
109 |
64 |
43 |
31 |
15 |
2 |
0 |
KOK1515

Number of nonzero alpha coeffs
| 1e-04 |
125 |
132 |
134 |
136 |
135 |
131 |
138 |
145 |
143 |
158 |
| 0.000221 |
103 |
100 |
104 |
101 |
102 |
93 |
98 |
91 |
92 |
111 |
| 0.000488 |
69 |
81 |
70 |
74 |
75 |
76 |
75 |
85 |
76 |
86 |
| 0.00108 |
55 |
61 |
64 |
57 |
57 |
63 |
48 |
48 |
54 |
58 |
| 0.00238 |
33 |
36 |
39 |
38 |
41 |
36 |
36 |
40 |
45 |
38 |
| 0.00525 |
23 |
18 |
19 |
22 |
25 |
21 |
16 |
23 |
21 |
23 |
| 0.0116 |
5 |
4 |
3 |
7 |
9 |
9 |
9 |
9 |
8 |
15 |
| 0.0256 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| 0.0566 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| 0.125 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
271 |
201 |
137 |
84 |
59 |
33 |
15 |
4 |
2 |
0 |
| 0.000221 |
263 |
200 |
133 |
95 |
50 |
32 |
14 |
4 |
3 |
0 |
| 0.000488 |
284 |
202 |
138 |
99 |
49 |
31 |
13 |
5 |
3 |
0 |
| 0.00108 |
272 |
196 |
128 |
90 |
52 |
27 |
15 |
6 |
0 |
0 |
| 0.00238 |
279 |
191 |
136 |
95 |
62 |
24 |
15 |
4 |
0 |
0 |
| 0.00525 |
287 |
196 |
135 |
80 |
51 |
33 |
17 |
5 |
3 |
0 |
| 0.0116 |
291 |
206 |
137 |
93 |
61 |
34 |
15 |
5 |
3 |
0 |
| 0.0256 |
289 |
209 |
143 |
98 |
54 |
34 |
18 |
5 |
3 |
1 |
| 0.0566 |
290 |
218 |
136 |
109 |
60 |
38 |
16 |
5 |
3 |
1 |
| 0.125 |
283 |
209 |
150 |
96 |
62 |
34 |
15 |
5 |
3 |
1 |
KM1518

Number of nonzero alpha coeffs
| 1e-04 |
147 |
148 |
152 |
158 |
159 |
149 |
159 |
152 |
174 |
192 |
| 0.000221 |
111 |
129 |
110 |
119 |
122 |
121 |
125 |
121 |
121 |
138 |
| 0.000488 |
89 |
89 |
70 |
92 |
94 |
100 |
102 |
89 |
100 |
108 |
| 0.00108 |
59 |
65 |
63 |
74 |
64 |
62 |
57 |
63 |
67 |
69 |
| 0.00238 |
38 |
37 |
41 |
41 |
41 |
33 |
30 |
39 |
39 |
37 |
| 0.00525 |
17 |
23 |
21 |
26 |
28 |
21 |
22 |
24 |
28 |
25 |
| 0.0116 |
12 |
10 |
9 |
9 |
9 |
8 |
8 |
10 |
12 |
17 |
| 0.0256 |
4 |
4 |
2 |
3 |
5 |
4 |
5 |
6 |
7 |
8 |
| 0.0566 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
2 |
1 |
2 |
| 0.125 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
335 |
246 |
167 |
106 |
61 |
34 |
17 |
7 |
2 |
0 |
| 0.000221 |
314 |
239 |
148 |
93 |
60 |
37 |
13 |
7 |
3 |
0 |
| 0.000488 |
353 |
236 |
144 |
120 |
60 |
30 |
16 |
7 |
2 |
0 |
| 0.00108 |
348 |
246 |
157 |
105 |
62 |
37 |
18 |
7 |
0 |
0 |
| 0.00238 |
333 |
227 |
153 |
108 |
62 |
32 |
17 |
7 |
1 |
0 |
| 0.00525 |
338 |
229 |
165 |
106 |
59 |
29 |
16 |
7 |
0 |
0 |
| 0.0116 |
357 |
252 |
162 |
105 |
60 |
27 |
17 |
7 |
4 |
0 |
| 0.0256 |
333 |
228 |
180 |
111 |
67 |
27 |
17 |
8 |
4 |
0 |
| 0.0566 |
355 |
248 |
181 |
112 |
55 |
29 |
16 |
8 |
3 |
2 |
| 0.125 |
351 |
242 |
179 |
112 |
55 |
32 |
16 |
8 |
3 |
2 |
KM1601

Number of nonzero alpha coeffs
| 1e-04 |
117 |
116 |
121 |
118 |
123 |
114 |
134 |
115 |
134 |
130 |
| 0.000221 |
93 |
85 |
92 |
90 |
84 |
97 |
89 |
99 |
98 |
98 |
| 0.000488 |
73 |
68 |
79 |
74 |
78 |
61 |
63 |
77 |
70 |
76 |
| 0.00108 |
45 |
46 |
46 |
47 |
43 |
42 |
40 |
39 |
35 |
51 |
| 0.00238 |
24 |
23 |
26 |
28 |
24 |
28 |
36 |
26 |
23 |
37 |
| 0.00525 |
12 |
7 |
9 |
13 |
12 |
14 |
12 |
19 |
22 |
27 |
| 0.0116 |
1 |
1 |
3 |
3 |
2 |
5 |
5 |
7 |
7 |
14 |
| 0.0256 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
6 |
| 0.0566 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| 0.125 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
308 |
235 |
144 |
81 |
48 |
31 |
9 |
5 |
0 |
0 |
| 0.000221 |
302 |
223 |
136 |
96 |
43 |
26 |
11 |
4 |
3 |
0 |
| 0.000488 |
297 |
219 |
152 |
94 |
54 |
26 |
11 |
4 |
4 |
0 |
| 0.00108 |
331 |
232 |
162 |
95 |
48 |
29 |
12 |
5 |
3 |
0 |
| 0.00238 |
318 |
212 |
150 |
80 |
46 |
26 |
11 |
5 |
3 |
0 |
| 0.00525 |
306 |
225 |
133 |
97 |
45 |
28 |
11 |
4 |
0 |
0 |
| 0.0116 |
316 |
226 |
160 |
96 |
57 |
28 |
11 |
5 |
3 |
0 |
| 0.0256 |
320 |
226 |
156 |
102 |
55 |
29 |
11 |
5 |
3 |
0 |
| 0.0566 |
311 |
236 |
150 |
92 |
47 |
26 |
12 |
5 |
2 |
1 |
| 0.125 |
315 |
234 |
153 |
95 |
52 |
28 |
9 |
5 |
3 |
1 |
KM1602

Number of nonzero alpha coeffs
| 1e-04 |
163 |
168 |
158 |
169 |
156 |
155 |
173 |
157 |
154 |
188 |
| 0.000221 |
127 |
123 |
133 |
127 |
136 |
127 |
117 |
122 |
117 |
117 |
| 0.000488 |
84 |
100 |
103 |
86 |
87 |
89 |
96 |
100 |
92 |
102 |
| 0.00108 |
59 |
56 |
52 |
57 |
58 |
58 |
66 |
58 |
50 |
75 |
| 0.00238 |
38 |
28 |
34 |
40 |
28 |
32 |
35 |
41 |
49 |
34 |
| 0.00525 |
18 |
18 |
15 |
15 |
18 |
19 |
15 |
18 |
17 |
23 |
| 0.0116 |
9 |
8 |
7 |
7 |
8 |
6 |
5 |
9 |
9 |
14 |
| 0.0256 |
3 |
4 |
4 |
3 |
5 |
4 |
4 |
3 |
4 |
4 |
| 0.0566 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| 0.125 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
355 |
276 |
160 |
99 |
55 |
26 |
6 |
4 |
2 |
0 |
| 0.000221 |
380 |
263 |
193 |
96 |
60 |
27 |
7 |
4 |
1 |
1 |
| 0.000488 |
334 |
259 |
166 |
78 |
41 |
26 |
10 |
2 |
2 |
0 |
| 0.00108 |
351 |
245 |
166 |
96 |
47 |
27 |
10 |
4 |
2 |
0 |
| 0.00238 |
376 |
267 |
185 |
103 |
55 |
23 |
10 |
4 |
0 |
1 |
| 0.00525 |
358 |
247 |
180 |
106 |
63 |
26 |
11 |
6 |
2 |
0 |
| 0.0116 |
330 |
253 |
179 |
100 |
53 |
26 |
8 |
5 |
2 |
0 |
| 0.0256 |
390 |
269 |
181 |
134 |
54 |
25 |
10 |
6 |
2 |
0 |
| 0.0566 |
383 |
276 |
200 |
101 |
73 |
31 |
11 |
6 |
2 |
1 |
| 0.125 |
376 |
278 |
193 |
122 |
79 |
31 |
13 |
6 |
2 |
0 |
KOK1604

Number of nonzero alpha coeffs
| 1e-04 |
132 |
143 |
143 |
147 |
132 |
165 |
145 |
137 |
158 |
171 |
| 0.000204 |
108 |
103 |
109 |
115 |
118 |
116 |
121 |
118 |
116 |
142 |
| 0.000418 |
77 |
85 |
82 |
88 |
87 |
93 |
91 |
103 |
97 |
105 |
| 0.000855 |
62 |
64 |
59 |
59 |
64 |
63 |
64 |
74 |
63 |
67 |
| 0.00175 |
42 |
41 |
44 |
47 |
42 |
46 |
46 |
44 |
43 |
52 |
| 0.00357 |
19 |
20 |
26 |
24 |
24 |
26 |
21 |
19 |
24 |
26 |
| 0.00731 |
8 |
11 |
10 |
8 |
11 |
9 |
10 |
10 |
13 |
15 |
| 0.0149 |
3 |
1 |
2 |
4 |
3 |
2 |
3 |
4 |
5 |
5 |
| 0.0306 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
1 |
1 |
| 0.0625 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
338 |
242 |
152 |
110 |
59 |
33 |
21 |
10 |
6 |
0 |
| 0.000204 |
317 |
230 |
154 |
91 |
59 |
31 |
18 |
12 |
4 |
0 |
| 0.000418 |
313 |
229 |
155 |
97 |
54 |
29 |
18 |
9 |
4 |
0 |
| 0.000855 |
327 |
241 |
178 |
102 |
59 |
33 |
18 |
10 |
5 |
0 |
| 0.00175 |
333 |
225 |
152 |
110 |
69 |
35 |
19 |
8 |
4 |
0 |
| 0.00357 |
331 |
243 |
181 |
117 |
71 |
31 |
18 |
12 |
8 |
0 |
| 0.00731 |
343 |
247 |
175 |
119 |
75 |
32 |
20 |
12 |
6 |
0 |
| 0.0149 |
320 |
246 |
174 |
117 |
69 |
43 |
21 |
12 |
8 |
2 |
| 0.0306 |
342 |
252 |
173 |
115 |
76 |
40 |
18 |
11 |
6 |
2 |
| 0.0625 |
341 |
259 |
175 |
112 |
64 |
41 |
17 |
11 |
6 |
2 |
KOK1606

Number of nonzero alpha coeffs
| 1e-04 |
219 |
235 |
218 |
239 |
230 |
225 |
219 |
240 |
223 |
223 |
| 0.000221 |
169 |
170 |
169 |
172 |
183 |
160 |
178 |
179 |
173 |
179 |
| 0.000488 |
123 |
121 |
130 |
127 |
138 |
143 |
135 |
137 |
140 |
140 |
| 0.00108 |
95 |
96 |
91 |
105 |
108 |
108 |
113 |
96 |
102 |
107 |
| 0.00238 |
62 |
61 |
68 |
65 |
67 |
72 |
74 |
75 |
74 |
85 |
| 0.00525 |
38 |
43 |
39 |
44 |
39 |
44 |
43 |
40 |
49 |
53 |
| 0.0116 |
22 |
18 |
21 |
20 |
29 |
29 |
25 |
18 |
32 |
25 |
| 0.0256 |
6 |
8 |
8 |
6 |
7 |
6 |
7 |
8 |
9 |
15 |
| 0.0566 |
0 |
1 |
2 |
3 |
2 |
3 |
1 |
2 |
3 |
2 |
| 0.125 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
602 |
472 |
307 |
226 |
123 |
70 |
32 |
10 |
0 |
0 |
| 0.000221 |
594 |
460 |
323 |
208 |
139 |
67 |
33 |
6 |
0 |
0 |
| 0.000488 |
587 |
463 |
330 |
232 |
141 |
66 |
37 |
10 |
0 |
0 |
| 0.00108 |
608 |
471 |
314 |
230 |
136 |
64 |
33 |
11 |
1 |
0 |
| 0.00238 |
582 |
463 |
329 |
214 |
136 |
75 |
34 |
11 |
0 |
0 |
| 0.00525 |
610 |
473 |
349 |
231 |
139 |
77 |
36 |
15 |
0 |
0 |
| 0.0116 |
610 |
489 |
329 |
221 |
142 |
67 |
34 |
13 |
1 |
0 |
| 0.0256 |
621 |
479 |
348 |
223 |
132 |
78 |
35 |
16 |
1 |
0 |
| 0.0566 |
631 |
473 |
331 |
226 |
152 |
79 |
47 |
14 |
2 |
0 |
| 0.125 |
624 |
502 |
349 |
230 |
146 |
74 |
39 |
17 |
1 |
0 |
KOK1607

Number of nonzero alpha coeffs
| 1e-04 |
138 |
154 |
146 |
147 |
153 |
145 |
144 |
134 |
153 |
156 |
| 0.000221 |
109 |
110 |
102 |
104 |
107 |
107 |
99 |
113 |
129 |
110 |
| 0.000488 |
80 |
78 |
73 |
83 |
88 |
86 |
85 |
94 |
89 |
87 |
| 0.00108 |
61 |
56 |
59 |
57 |
59 |
54 |
54 |
54 |
54 |
69 |
| 0.00238 |
37 |
41 |
40 |
40 |
33 |
43 |
47 |
43 |
41 |
47 |
| 0.00525 |
22 |
25 |
22 |
21 |
24 |
29 |
29 |
30 |
29 |
28 |
| 0.0116 |
13 |
15 |
13 |
15 |
20 |
18 |
19 |
17 |
17 |
15 |
| 0.0256 |
4 |
3 |
3 |
3 |
3 |
6 |
7 |
6 |
5 |
4 |
| 0.0566 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| 0.125 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
338 |
255 |
175 |
134 |
77 |
37 |
16 |
8 |
0 |
0 |
| 0.000221 |
324 |
237 |
173 |
119 |
67 |
42 |
17 |
6 |
0 |
0 |
| 0.000488 |
330 |
240 |
190 |
136 |
78 |
40 |
16 |
9 |
1 |
0 |
| 0.00108 |
339 |
226 |
181 |
128 |
85 |
45 |
17 |
9 |
4 |
0 |
| 0.00238 |
335 |
243 |
180 |
128 |
84 |
44 |
19 |
8 |
3 |
1 |
| 0.00525 |
361 |
238 |
183 |
141 |
76 |
41 |
19 |
8 |
3 |
0 |
| 0.0116 |
341 |
246 |
197 |
137 |
86 |
41 |
20 |
9 |
4 |
0 |
| 0.0256 |
359 |
250 |
192 |
151 |
79 |
41 |
21 |
8 |
3 |
1 |
| 0.0566 |
350 |
250 |
196 |
139 |
85 |
45 |
19 |
9 |
3 |
1 |
| 0.125 |
354 |
256 |
197 |
140 |
84 |
47 |
21 |
9 |
3 |
0 |
KOK1608

Number of nonzero alpha coeffs
| 1e-04 |
122 |
145 |
132 |
138 |
153 |
147 |
170 |
140 |
150 |
137 |
| 0.000204 |
118 |
128 |
109 |
120 |
114 |
106 |
132 |
112 |
139 |
115 |
| 0.000418 |
87 |
82 |
91 |
96 |
95 |
91 |
90 |
87 |
105 |
90 |
| 0.000855 |
78 |
72 |
79 |
78 |
74 |
68 |
75 |
77 |
68 |
79 |
| 0.00175 |
48 |
47 |
50 |
50 |
50 |
53 |
52 |
45 |
53 |
52 |
| 0.00357 |
22 |
26 |
27 |
28 |
24 |
31 |
39 |
30 |
33 |
36 |
| 0.00731 |
13 |
7 |
13 |
15 |
18 |
10 |
15 |
12 |
14 |
16 |
| 0.0149 |
3 |
2 |
3 |
5 |
4 |
6 |
4 |
6 |
6 |
7 |
| 0.0306 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
1 |
1 |
| 0.0625 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
294 |
199 |
145 |
92 |
64 |
32 |
22 |
11 |
2 |
0 |
| 0.000204 |
317 |
231 |
131 |
102 |
61 |
31 |
22 |
6 |
0 |
0 |
| 0.000418 |
289 |
216 |
154 |
86 |
68 |
30 |
14 |
10 |
2 |
0 |
| 0.000855 |
308 |
221 |
168 |
106 |
67 |
38 |
21 |
8 |
5 |
0 |
| 0.00175 |
309 |
229 |
166 |
104 |
61 |
36 |
22 |
14 |
3 |
0 |
| 0.00357 |
340 |
242 |
163 |
97 |
62 |
36 |
22 |
14 |
4 |
0 |
| 0.00731 |
306 |
244 |
179 |
115 |
60 |
39 |
23 |
7 |
4 |
0 |
| 0.0149 |
327 |
240 |
180 |
108 |
67 |
36 |
22 |
12 |
3 |
0 |
| 0.0306 |
323 |
243 |
187 |
116 |
65 |
46 |
24 |
14 |
3 |
0 |
| 0.0625 |
326 |
242 |
190 |
117 |
68 |
42 |
25 |
14 |
6 |
0 |
KOK1609

Number of nonzero alpha coeffs
| 1e-04 |
155 |
151 |
153 |
163 |
153 |
160 |
152 |
156 |
160 |
180 |
| 0.000204 |
125 |
110 |
130 |
122 |
120 |
127 |
124 |
131 |
133 |
122 |
| 0.000418 |
83 |
90 |
83 |
92 |
91 |
89 |
85 |
83 |
93 |
92 |
| 0.000855 |
72 |
64 |
66 |
60 |
72 |
58 |
65 |
74 |
59 |
62 |
| 0.00175 |
43 |
52 |
47 |
51 |
49 |
44 |
54 |
46 |
38 |
42 |
| 0.00357 |
36 |
32 |
30 |
27 |
28 |
30 |
30 |
24 |
32 |
38 |
| 0.00731 |
16 |
19 |
19 |
15 |
20 |
20 |
17 |
19 |
23 |
20 |
| 0.0149 |
5 |
3 |
5 |
2 |
4 |
5 |
2 |
7 |
4 |
6 |
| 0.0306 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| 0.0625 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
314 |
223 |
178 |
109 |
74 |
44 |
30 |
19 |
2 |
0 |
| 0.000204 |
330 |
220 |
168 |
117 |
73 |
50 |
35 |
16 |
5 |
0 |
| 0.000418 |
312 |
233 |
178 |
127 |
76 |
48 |
37 |
21 |
5 |
0 |
| 0.000855 |
294 |
235 |
172 |
111 |
73 |
50 |
35 |
17 |
4 |
0 |
| 0.00175 |
350 |
255 |
174 |
130 |
75 |
49 |
35 |
20 |
5 |
0 |
| 0.00357 |
353 |
235 |
167 |
120 |
79 |
48 |
31 |
20 |
6 |
0 |
| 0.00731 |
340 |
241 |
179 |
124 |
88 |
49 |
36 |
21 |
4 |
0 |
| 0.0149 |
346 |
232 |
170 |
118 |
78 |
52 |
33 |
19 |
6 |
0 |
| 0.0306 |
358 |
229 |
170 |
127 |
78 |
51 |
35 |
19 |
6 |
0 |
| 0.0625 |
341 |
235 |
185 |
115 |
82 |
52 |
34 |
21 |
4 |
0 |
MGL1704

Number of nonzero alpha coeffs
| 1e-04 |
243 |
233 |
239 |
241 |
223 |
230 |
227 |
220 |
221 |
241 |
| 0.000221 |
173 |
173 |
179 |
183 |
185 |
190 |
185 |
178 |
178 |
177 |
| 0.000488 |
145 |
124 |
138 |
136 |
136 |
132 |
135 |
134 |
139 |
131 |
| 0.00108 |
99 |
100 |
100 |
107 |
104 |
107 |
98 |
103 |
110 |
108 |
| 0.00238 |
67 |
67 |
70 |
73 |
74 |
70 |
80 |
75 |
77 |
72 |
| 0.00525 |
46 |
42 |
43 |
45 |
47 |
49 |
49 |
55 |
56 |
52 |
| 0.0116 |
18 |
20 |
19 |
20 |
22 |
25 |
22 |
25 |
27 |
29 |
| 0.0256 |
10 |
8 |
8 |
10 |
8 |
7 |
6 |
8 |
10 |
9 |
| 0.0566 |
0 |
1 |
1 |
2 |
2 |
2 |
2 |
2 |
2 |
4 |
| 0.125 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
628 |
495 |
360 |
242 |
165 |
85 |
36 |
9 |
2 |
0 |
| 0.000221 |
631 |
490 |
369 |
252 |
158 |
83 |
36 |
8 |
2 |
0 |
| 0.000488 |
626 |
498 |
360 |
258 |
167 |
83 |
33 |
10 |
0 |
0 |
| 0.00108 |
646 |
474 |
374 |
256 |
161 |
87 |
36 |
9 |
1 |
0 |
| 0.00238 |
636 |
510 |
368 |
257 |
162 |
82 |
39 |
8 |
1 |
0 |
| 0.00525 |
650 |
507 |
386 |
276 |
165 |
91 |
35 |
6 |
0 |
0 |
| 0.0116 |
643 |
516 |
384 |
282 |
169 |
91 |
41 |
14 |
0 |
0 |
| 0.0256 |
660 |
524 |
390 |
273 |
176 |
91 |
39 |
8 |
2 |
0 |
| 0.0566 |
672 |
528 |
399 |
277 |
178 |
90 |
49 |
13 |
2 |
0 |
| 0.125 |
658 |
534 |
389 |
287 |
176 |
96 |
45 |
12 |
2 |
0 |
KM1708

Number of nonzero alpha coeffs
| 1e-04 |
138 |
118 |
132 |
126 |
131 |
136 |
120 |
127 |
178 |
163 |
| 0.000204 |
102 |
94 |
104 |
105 |
104 |
100 |
124 |
113 |
105 |
130 |
| 0.000418 |
68 |
81 |
72 |
76 |
74 |
80 |
82 |
76 |
80 |
98 |
| 0.000855 |
55 |
50 |
58 |
61 |
61 |
55 |
52 |
59 |
54 |
77 |
| 0.00175 |
34 |
32 |
28 |
32 |
38 |
30 |
44 |
51 |
36 |
46 |
| 0.00357 |
26 |
24 |
20 |
21 |
24 |
24 |
27 |
28 |
27 |
34 |
| 0.00731 |
10 |
11 |
8 |
10 |
11 |
13 |
11 |
12 |
12 |
19 |
| 0.0149 |
4 |
4 |
4 |
5 |
6 |
3 |
4 |
6 |
4 |
6 |
| 0.0306 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| 0.0625 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
333 |
228 |
182 |
122 |
82 |
53 |
33 |
22 |
4 |
0 |
| 0.000204 |
332 |
230 |
171 |
123 |
71 |
49 |
29 |
19 |
8 |
0 |
| 0.000418 |
331 |
250 |
167 |
117 |
70 |
53 |
33 |
23 |
8 |
0 |
| 0.000855 |
358 |
234 |
188 |
127 |
80 |
51 |
34 |
20 |
7 |
0 |
| 0.00175 |
327 |
232 |
170 |
117 |
72 |
55 |
38 |
20 |
9 |
0 |
| 0.00357 |
332 |
241 |
190 |
124 |
85 |
47 |
30 |
23 |
6 |
0 |
| 0.00731 |
328 |
256 |
194 |
126 |
86 |
61 |
33 |
21 |
10 |
0 |
| 0.0149 |
335 |
237 |
172 |
123 |
73 |
56 |
33 |
21 |
11 |
0 |
| 0.0306 |
337 |
243 |
174 |
130 |
93 |
52 |
32 |
22 |
9 |
1 |
| 0.0625 |
335 |
237 |
182 |
135 |
74 |
55 |
33 |
23 |
10 |
0 |
KM1709

Number of nonzero alpha coeffs
| 1e-04 |
204 |
194 |
170 |
180 |
178 |
172 |
180 |
192 |
196 |
196 |
| 0.000204 |
163 |
156 |
146 |
150 |
158 |
161 |
159 |
154 |
168 |
167 |
| 0.000418 |
115 |
118 |
131 |
120 |
132 |
125 |
118 |
123 |
120 |
124 |
| 0.000855 |
83 |
84 |
99 |
99 |
89 |
85 |
80 |
93 |
103 |
100 |
| 0.00175 |
71 |
67 |
72 |
60 |
61 |
62 |
59 |
72 |
65 |
82 |
| 0.00357 |
41 |
42 |
44 |
39 |
39 |
44 |
42 |
37 |
35 |
40 |
| 0.00731 |
22 |
19 |
17 |
21 |
22 |
27 |
22 |
21 |
19 |
25 |
| 0.0149 |
8 |
10 |
11 |
11 |
12 |
11 |
11 |
11 |
10 |
13 |
| 0.0306 |
3 |
4 |
4 |
5 |
3 |
3 |
5 |
5 |
5 |
3 |
| 0.0625 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
436 |
340 |
211 |
159 |
101 |
61 |
34 |
23 |
5 |
0 |
| 0.000204 |
444 |
335 |
228 |
163 |
112 |
66 |
33 |
20 |
3 |
1 |
| 0.000418 |
423 |
333 |
253 |
167 |
108 |
66 |
35 |
23 |
2 |
0 |
| 0.000855 |
450 |
328 |
258 |
183 |
117 |
63 |
35 |
20 |
1 |
0 |
| 0.00175 |
489 |
352 |
259 |
158 |
97 |
63 |
35 |
19 |
3 |
0 |
| 0.00357 |
446 |
360 |
245 |
169 |
107 |
61 |
29 |
25 |
8 |
1 |
| 0.00731 |
437 |
330 |
244 |
158 |
99 |
66 |
33 |
24 |
7 |
1 |
| 0.0149 |
438 |
322 |
258 |
157 |
101 |
62 |
35 |
23 |
3 |
1 |
| 0.0306 |
441 |
331 |
240 |
174 |
131 |
71 |
36 |
22 |
7 |
0 |
| 0.0625 |
468 |
346 |
246 |
171 |
109 |
65 |
33 |
23 |
7 |
0 |
KM1713

Number of nonzero alpha coeffs
| 1e-04 |
212 |
207 |
212 |
224 |
211 |
219 |
220 |
217 |
214 |
222 |
| 0.000221 |
171 |
167 |
169 |
167 |
171 |
172 |
175 |
182 |
163 |
178 |
| 0.000488 |
137 |
128 |
123 |
133 |
137 |
140 |
141 |
145 |
142 |
134 |
| 0.00108 |
102 |
99 |
104 |
98 |
91 |
102 |
108 |
110 |
106 |
107 |
| 0.00238 |
71 |
64 |
63 |
78 |
70 |
77 |
74 |
75 |
70 |
65 |
| 0.00525 |
35 |
33 |
43 |
43 |
41 |
37 |
42 |
34 |
44 |
37 |
| 0.0116 |
18 |
15 |
19 |
15 |
18 |
14 |
19 |
17 |
17 |
17 |
| 0.0256 |
15 |
9 |
8 |
7 |
10 |
9 |
10 |
12 |
11 |
11 |
| 0.0566 |
3 |
3 |
3 |
3 |
4 |
2 |
4 |
4 |
1 |
5 |
| 0.125 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
622 |
495 |
334 |
217 |
136 |
72 |
34 |
9 |
3 |
0 |
| 0.000221 |
615 |
473 |
341 |
218 |
140 |
79 |
34 |
9 |
2 |
0 |
| 0.000488 |
643 |
481 |
330 |
228 |
140 |
76 |
32 |
8 |
0 |
0 |
| 0.00108 |
619 |
501 |
355 |
230 |
153 |
78 |
33 |
10 |
2 |
0 |
| 0.00238 |
634 |
498 |
347 |
245 |
160 |
77 |
31 |
9 |
2 |
0 |
| 0.00525 |
647 |
493 |
356 |
247 |
157 |
85 |
30 |
11 |
2 |
0 |
| 0.0116 |
654 |
513 |
372 |
232 |
156 |
85 |
29 |
12 |
2 |
0 |
| 0.0256 |
660 |
510 |
373 |
252 |
149 |
83 |
37 |
8 |
2 |
0 |
| 0.0566 |
665 |
502 |
386 |
254 |
163 |
82 |
32 |
10 |
1 |
0 |
| 0.125 |
655 |
525 |
382 |
250 |
169 |
88 |
35 |
10 |
2 |
0 |
KM1717

Number of nonzero alpha coeffs
| 1e-04 |
142 |
139 |
144 |
125 |
152 |
142 |
135 |
143 |
145 |
152 |
| 0.000204 |
112 |
105 |
108 |
112 |
113 |
119 |
110 |
127 |
127 |
118 |
| 0.000418 |
91 |
80 |
86 |
81 |
87 |
91 |
90 |
78 |
109 |
106 |
| 0.000855 |
67 |
64 |
69 |
75 |
67 |
65 |
68 |
61 |
77 |
74 |
| 0.00175 |
44 |
44 |
46 |
48 |
47 |
47 |
48 |
51 |
56 |
53 |
| 0.00357 |
31 |
30 |
27 |
30 |
30 |
27 |
33 |
40 |
34 |
37 |
| 0.00731 |
14 |
16 |
15 |
14 |
13 |
14 |
14 |
16 |
14 |
22 |
| 0.0149 |
5 |
6 |
6 |
6 |
5 |
6 |
6 |
6 |
6 |
8 |
| 0.0306 |
3 |
1 |
3 |
3 |
2 |
2 |
3 |
3 |
3 |
3 |
| 0.0625 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
335 |
256 |
175 |
117 |
84 |
58 |
33 |
18 |
6 |
0 |
| 0.000204 |
365 |
246 |
174 |
126 |
88 |
55 |
34 |
15 |
4 |
0 |
| 0.000418 |
350 |
238 |
180 |
124 |
90 |
54 |
32 |
19 |
4 |
0 |
| 0.000855 |
362 |
242 |
184 |
127 |
91 |
57 |
31 |
19 |
6 |
0 |
| 0.00175 |
342 |
242 |
169 |
123 |
81 |
51 |
29 |
18 |
6 |
0 |
| 0.00357 |
389 |
272 |
184 |
134 |
90 |
52 |
32 |
17 |
6 |
0 |
| 0.00731 |
365 |
262 |
178 |
127 |
94 |
58 |
31 |
18 |
8 |
0 |
| 0.0149 |
343 |
249 |
166 |
135 |
88 |
57 |
29 |
18 |
8 |
0 |
| 0.0306 |
348 |
264 |
182 |
130 |
91 |
55 |
32 |
19 |
8 |
0 |
| 0.0625 |
355 |
250 |
186 |
131 |
95 |
55 |
31 |
19 |
7 |
0 |
KOK1801

Number of nonzero alpha coeffs
| 1e-04 |
166 |
188 |
179 |
178 |
182 |
180 |
197 |
173 |
197 |
192 |
| 0.000204 |
130 |
122 |
140 |
126 |
136 |
148 |
151 |
134 |
143 |
150 |
| 0.000418 |
106 |
113 |
99 |
99 |
101 |
102 |
101 |
105 |
122 |
116 |
| 0.000855 |
78 |
79 |
85 |
82 |
75 |
75 |
78 |
80 |
87 |
69 |
| 0.00175 |
51 |
55 |
39 |
55 |
53 |
54 |
58 |
59 |
42 |
58 |
| 0.00357 |
24 |
24 |
26 |
29 |
31 |
30 |
28 |
32 |
35 |
29 |
| 0.00731 |
13 |
12 |
12 |
12 |
13 |
12 |
16 |
18 |
14 |
14 |
| 0.0149 |
7 |
4 |
4 |
4 |
4 |
6 |
4 |
9 |
5 |
6 |
| 0.0306 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
1 |
2 |
1 |
| 0.0625 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
360 |
267 |
201 |
131 |
79 |
49 |
26 |
12 |
1 |
0 |
| 0.000204 |
364 |
286 |
197 |
106 |
81 |
54 |
21 |
8 |
2 |
0 |
| 0.000418 |
356 |
265 |
198 |
122 |
84 |
47 |
29 |
11 |
1 |
0 |
| 0.000855 |
387 |
270 |
202 |
118 |
73 |
43 |
26 |
14 |
0 |
0 |
| 0.00175 |
385 |
284 |
185 |
128 |
87 |
48 |
28 |
12 |
4 |
0 |
| 0.00357 |
393 |
289 |
205 |
143 |
89 |
49 |
27 |
12 |
3 |
0 |
| 0.00731 |
373 |
293 |
211 |
152 |
91 |
49 |
27 |
12 |
5 |
0 |
| 0.0149 |
382 |
295 |
210 |
142 |
88 |
54 |
26 |
10 |
2 |
0 |
| 0.0306 |
389 |
286 |
196 |
153 |
93 |
52 |
29 |
16 |
3 |
0 |
| 0.0625 |
383 |
290 |
213 |
137 |
85 |
50 |
29 |
12 |
4 |
0 |
KM1802

Number of nonzero alpha coeffs
| 1e-04 |
125 |
118 |
124 |
128 |
141 |
136 |
120 |
131 |
153 |
165 |
| 0.000221 |
94 |
104 |
103 |
97 |
107 |
101 |
101 |
120 |
130 |
121 |
| 0.000488 |
75 |
84 |
70 |
80 |
79 |
73 |
81 |
74 |
95 |
97 |
| 0.00108 |
54 |
55 |
59 |
56 |
60 |
52 |
57 |
59 |
73 |
78 |
| 0.00238 |
30 |
30 |
30 |
35 |
34 |
38 |
33 |
41 |
47 |
48 |
| 0.00525 |
21 |
16 |
18 |
18 |
18 |
21 |
16 |
21 |
25 |
35 |
| 0.0116 |
5 |
7 |
2 |
6 |
5 |
5 |
3 |
5 |
15 |
16 |
| 0.0256 |
2 |
0 |
0 |
2 |
2 |
1 |
1 |
1 |
1 |
1 |
| 0.0566 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| 0.125 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
325 |
240 |
180 |
133 |
83 |
48 |
24 |
15 |
2 |
0 |
| 0.000221 |
335 |
254 |
189 |
124 |
86 |
42 |
26 |
10 |
2 |
0 |
| 0.000488 |
326 |
240 |
179 |
133 |
81 |
52 |
25 |
16 |
1 |
0 |
| 0.00108 |
332 |
248 |
186 |
139 |
99 |
40 |
26 |
16 |
2 |
0 |
| 0.00238 |
342 |
256 |
190 |
130 |
91 |
43 |
26 |
16 |
2 |
0 |
| 0.00525 |
352 |
247 |
182 |
139 |
81 |
56 |
25 |
16 |
2 |
0 |
| 0.0116 |
333 |
245 |
203 |
132 |
86 |
45 |
28 |
16 |
2 |
0 |
| 0.0256 |
336 |
243 |
181 |
141 |
86 |
51 |
26 |
16 |
4 |
0 |
| 0.0566 |
345 |
255 |
201 |
129 |
87 |
50 |
28 |
16 |
4 |
0 |
| 0.125 |
355 |
250 |
186 |
130 |
83 |
44 |
26 |
16 |
4 |
0 |
KOK1803

Number of nonzero alpha coeffs
| 1e-04 |
136 |
145 |
140 |
151 |
147 |
150 |
144 |
160 |
150 |
158 |
| 0.000221 |
109 |
114 |
114 |
122 |
123 |
124 |
100 |
116 |
122 |
122 |
| 0.000488 |
94 |
80 |
91 |
93 |
98 |
95 |
100 |
86 |
101 |
90 |
| 0.00108 |
62 |
66 |
63 |
67 |
73 |
75 |
80 |
76 |
70 |
65 |
| 0.00238 |
39 |
35 |
43 |
37 |
36 |
44 |
31 |
40 |
41 |
44 |
| 0.00525 |
15 |
15 |
14 |
20 |
18 |
19 |
20 |
16 |
24 |
25 |
| 0.0116 |
5 |
5 |
5 |
5 |
4 |
8 |
4 |
5 |
7 |
6 |
| 0.0256 |
1 |
3 |
2 |
0 |
0 |
2 |
3 |
3 |
4 |
1 |
| 0.0566 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
| 0.125 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
336 |
238 |
164 |
101 |
53 |
28 |
11 |
3 |
2 |
0 |
| 0.000221 |
310 |
227 |
159 |
98 |
53 |
27 |
10 |
8 |
2 |
0 |
| 0.000488 |
321 |
224 |
151 |
98 |
57 |
25 |
9 |
8 |
0 |
0 |
| 0.00108 |
298 |
234 |
154 |
96 |
55 |
26 |
13 |
5 |
2 |
0 |
| 0.00238 |
315 |
222 |
160 |
96 |
56 |
30 |
10 |
9 |
1 |
0 |
| 0.00525 |
327 |
250 |
173 |
101 |
67 |
26 |
9 |
8 |
0 |
0 |
| 0.0116 |
347 |
242 |
173 |
105 |
55 |
28 |
10 |
8 |
2 |
0 |
| 0.0256 |
344 |
242 |
168 |
117 |
65 |
27 |
10 |
8 |
2 |
0 |
| 0.0566 |
334 |
246 |
170 |
107 |
57 |
28 |
9 |
8 |
2 |
0 |
| 0.125 |
330 |
248 |
189 |
104 |
60 |
22 |
10 |
8 |
2 |
0 |
FK180310-1

Number of nonzero alpha coeffs
| 1e-04 |
206 |
205 |
209 |
196 |
185 |
185 |
197 |
195 |
210 |
198 |
| 0.000204 |
157 |
157 |
165 |
161 |
162 |
162 |
160 |
178 |
165 |
158 |
| 0.000418 |
138 |
114 |
141 |
126 |
129 |
124 |
134 |
139 |
143 |
133 |
| 0.000855 |
78 |
99 |
93 |
104 |
103 |
104 |
92 |
106 |
110 |
108 |
| 0.00175 |
70 |
64 |
56 |
56 |
65 |
70 |
74 |
75 |
72 |
80 |
| 0.00357 |
29 |
37 |
31 |
33 |
41 |
42 |
37 |
38 |
35 |
37 |
| 0.00731 |
17 |
18 |
20 |
18 |
18 |
17 |
18 |
16 |
18 |
19 |
| 0.0149 |
4 |
5 |
5 |
4 |
5 |
6 |
7 |
7 |
7 |
8 |
| 0.0306 |
0 |
0 |
1 |
0 |
0 |
0 |
2 |
2 |
3 |
1 |
| 0.0625 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
450 |
339 |
275 |
175 |
139 |
69 |
35 |
16 |
2 |
0 |
| 0.000204 |
424 |
341 |
255 |
209 |
124 |
74 |
39 |
14 |
7 |
0 |
| 0.000418 |
453 |
350 |
271 |
199 |
116 |
69 |
38 |
9 |
2 |
0 |
| 0.000855 |
397 |
352 |
252 |
188 |
123 |
65 |
27 |
16 |
2 |
0 |
| 0.00175 |
436 |
351 |
258 |
180 |
117 |
71 |
32 |
18 |
4 |
0 |
| 0.00357 |
427 |
337 |
280 |
205 |
139 |
70 |
34 |
17 |
6 |
0 |
| 0.00731 |
434 |
347 |
285 |
202 |
138 |
68 |
40 |
12 |
6 |
0 |
| 0.0149 |
449 |
349 |
285 |
206 |
138 |
69 |
42 |
17 |
2 |
0 |
| 0.0306 |
464 |
359 |
267 |
208 |
144 |
77 |
39 |
20 |
4 |
0 |
| 0.0625 |
458 |
339 |
271 |
222 |
132 |
76 |
38 |
16 |
2 |
0 |
FK180310-2

Number of nonzero alpha coeffs
| 1e-04 |
170 |
158 |
181 |
159 |
162 |
177 |
163 |
182 |
177 |
194 |
| 0.000204 |
135 |
126 |
139 |
131 |
130 |
130 |
118 |
131 |
135 |
140 |
| 0.000418 |
94 |
93 |
104 |
96 |
106 |
89 |
99 |
95 |
107 |
112 |
| 0.000855 |
74 |
63 |
73 |
80 |
72 |
75 |
79 |
75 |
68 |
80 |
| 0.00175 |
46 |
46 |
47 |
47 |
39 |
42 |
46 |
43 |
44 |
60 |
| 0.00357 |
23 |
24 |
21 |
24 |
24 |
28 |
28 |
28 |
21 |
29 |
| 0.00731 |
10 |
9 |
8 |
9 |
10 |
10 |
12 |
11 |
11 |
9 |
| 0.0149 |
3 |
3 |
3 |
2 |
3 |
4 |
3 |
3 |
3 |
3 |
| 0.0306 |
0 |
2 |
1 |
2 |
1 |
2 |
0 |
2 |
2 |
2 |
| 0.0625 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Number of nonzero beta coeffs
| 1e-04 |
397 |
296 |
247 |
164 |
100 |
71 |
33 |
18 |
3 |
0 |
| 0.000204 |
444 |
296 |
252 |
156 |
116 |
63 |
34 |
19 |
3 |
1 |
| 0.000418 |
405 |
296 |
243 |
154 |
109 |
65 |
32 |
19 |
3 |
1 |
| 0.000855 |
407 |
296 |
250 |
168 |
98 |
64 |
36 |
16 |
6 |
1 |
| 0.00175 |
418 |
336 |
245 |
169 |
108 |
63 |
36 |
20 |
6 |
0 |
| 0.00357 |
402 |
322 |
239 |
165 |
114 |
64 |
31 |
19 |
3 |
1 |
| 0.00731 |
394 |
308 |
234 |
177 |
114 |
61 |
37 |
16 |
3 |
0 |
| 0.0149 |
402 |
335 |
234 |
173 |
108 |
71 |
34 |
20 |
3 |
1 |
| 0.0306 |
397 |
321 |
246 |
165 |
100 |
63 |
37 |
16 |
5 |
1 |
| 0.0625 |
426 |
319 |
246 |
167 |
99 |
72 |
31 |
19 |
4 |
1 |
Subsampled models
Download the results from the server:
all_cruise_id="KM1508 KM1512 KM1513 KOK1515 KM1518 KM1601 KM1602 KOK1604 KOK1606 KOK1607 KOK1608 KOK1609 MGL1704 KM1708 KM1712 KM1713 KM1717 KOK1801 KM1802 KOK1803 FK180310-1 FK180310-2"
for cruise_id in all_cruise_id
do
echo $cruise_id
from=sangwonh@discovery.usc.edu:projdir/output/flowmixapp/data/02-estimate/$cruise_id/summaries/*
to=/home/sangwonh/repos/flowmixapp/data/02-estimate/$cruise_id/summaries/.
mkdir -p $to
rsync -auv $from $to
done
Now, we’ll load the summaries and aggregate the information from all experiments – original and subsampling replicates.
This creates summary files named e.g. KM1601-grand-summary.RDS.
all_cruise_id = c("KM1508",
"KM1512",
## "KM1513", ## This has fold 4 missing altogether; why is this?
"KOK1515",
"KM1518",
"KM1601",
"KM1602",
"KOK1604",
"KOK1606",
"KOK1607",
"KOK1608",
"KOK1609", ##"KOK1608a", , "KOK1609a"
## c("KM1712"), ## Need to download covariates, bin properly and run again.
"MGL1704", "KM1708",
"KM1709", ## No subsampling yet
"KM1713", ## No subsampling yet
"KM1717", "KOK1801", "KM1802", ## These are new.
"KOK1803", "FK180310-1", "FK180310-2") ## "KM1805" ## Too little data in 1805
for(cruise_id in all_cruise_id){
tryCatch({
subsample_summarize(cruise_id = cruise_id,
save = TRUE,
nsim = 100,
outputdir = "~/projdir/output/flowmixapp/data/02-estimate",
outputdir_cytograms = "~/projdir/output/flowmixapp/data/01-cytograms",
verbose = TRUE)
}, error = function(e){
print("error occurred!")
return(NULL)
})
}
Beta coefficients and stability
varnames = c("diam", "chl", "pe")
numclust = 10
dimdat = 3
for(cruise_id in all_cruise_id){
## Read in the summary over all subsampled models.
filename = paste0(cruise_id, "-grand-summary.RDS")
summarydir = file.path(outputdir, cruise_id, "summaries")
if(!file.exists(file.path(summarydir, filename))) next
obj = readRDS(file = file.path(summarydir, filename))
## Cluster labels
one_mapmat_long = mapmat_long %>% filter(cruise_id == !!(cruise_id)) %>% arrange(value) %>% na.omit()
stopifnot((one_mapmat_long %>% pull(value)) == (1:10))
cluster_labels = one_mapmat_long %>% pull(name)
for(iclust in 1:numclust){
## cat("###", cruise_id, paste0("clust-", iclust))
cat("###", cruise_id, cluster_labels[iclust])
threetables = lapply(1:dimdat, function(idim){
pipeline = function(a, varname){
a %>% as.data.frame() %>% magrittr::set_colnames(varname) %>%
tibble::rownames_to_column(var="variable") %>% as_tibble()
}
stab = obj$beta_freq %>% .[iclust, ,idim] %>% pipeline("stab")
coef = obj$origres$beta %>% .[[iclust]] %>% .[,idim] %>% pipeline("est")
combined = full_join(stab, coef) %>%
arrange(-stab) %>%
mutate(stab = print_sparsify(stab),
est = print_sparsify(est)) %>%
filter(variable != "intp") %>%
magrittr::set_colnames(c("variable", paste0(varnames[idim], "_stab"),
paste0(varnames[idim], "_est")))
return(combined)
})
## Combine and kable-ify
threetables %>% do.call(cbind, .) %>% knitr::kable(caption="beta coefficients") %>% print()
cat(fill = TRUE)
}
}
KM1508 bead
beta coefficients
| par_3 |
0.63 |
0.001 |
sla |
0.61 |
-0.006 |
par_3 |
0.7 |
-0.013 |
| par_9 |
0.56 |
0.001 |
par_6 |
0.46 |
0 |
par_12 |
0.48 |
. |
| par_6 |
0.47 |
0.018 |
par_9 |
0.37 |
0.003 |
sla |
0.44 |
. |
| par_12 |
0.38 |
. |
par |
0.36 |
-0.007 |
par_9 |
0.41 |
. |
| par |
0.29 |
. |
par_3 |
0.31 |
. |
par_6 |
0.37 |
. |
| northward_wind |
0.21 |
. |
par_12 |
0.31 |
. |
wind_speed |
0.33 |
. |
| vgosa |
0.19 |
. |
wind_speed |
0.27 |
. |
par |
0.32 |
. |
| ugos |
0.18 |
. |
vgos |
0.2 |
. |
ugos |
0.2 |
. |
| vgos |
0.14 |
. |
Fe |
0.19 |
. |
surface_downward_northward_stress |
0.19 |
. |
| sla |
0.06 |
. |
northward_wind |
0.11 |
. |
vgosa |
0.16 |
. |
| wind_speed |
0.06 |
. |
ugosa |
0.09 |
. |
sss |
0.13 |
. |
| ugosa |
0.04 |
. |
ugos |
0.09 |
. |
vgos |
0.12 |
. |
| surface_downward_northward_stress |
0.03 |
. |
surface_downward_northward_stress |
0.05 |
. |
Fe |
0.11 |
. |
| sss_cruise |
0.02 |
. |
vgosa |
0.04 |
. |
northward_wind |
0.09 |
. |
| density_WOA_clim |
0.01 |
. |
density_WOA_clim |
0.02 |
. |
sss_cruise |
0.07 |
. |
| sst_cruise |
0.01 |
. |
sss |
0.02 |
. |
wind_stress |
0.07 |
. |
| sst |
0.01 |
. |
sss_cruise |
0.01 |
. |
ugosa |
0.03 |
. |
| Fe |
0.01 |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| eastward_wind |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| sss |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
sst |
. |
. |
| PP |
. |
. |
wind_stress |
. |
. |
PP |
. |
. |
| wind_stress |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1508 pico2_1
beta coefficients
| par_6 |
1 |
0.144 |
par_6 |
0.97 |
0.047 |
par |
1 |
0.092 |
| par_3 |
0.99 |
0.146 |
par_3 |
0.96 |
-0.042 |
par_3 |
0.99 |
0.102 |
| par_9 |
0.99 |
0.091 |
par_9 |
0.94 |
0.026 |
par_12 |
0.96 |
0.063 |
| par_12 |
0.99 |
0.164 |
par |
0.93 |
-0.027 |
northward_wind |
0.83 |
0.03 |
| par |
0.9 |
0.066 |
par_12 |
0.83 |
. |
par_9 |
0.8 |
. |
| sla |
0.81 |
-0.064 |
northward_wind |
0.75 |
0.03 |
ugos |
0.75 |
0.021 |
| vgosa |
0.64 |
-0.072 |
vgos |
0.67 |
-0.025 |
par_6 |
0.69 |
. |
| surface_downward_northward_stress |
0.57 |
. |
Fe |
0.66 |
-0.054 |
sla |
0.6 |
-0.044 |
| ugos |
0.39 |
. |
wind_speed |
0.66 |
-0.048 |
vgosa |
0.41 |
0.01 |
| Fe |
0.36 |
0.053 |
sss_cruise |
0.53 |
-0.052 |
vgos |
0.32 |
. |
| sss_cruise |
0.35 |
0.055 |
sss |
0.49 |
-0.033 |
wind_stress |
0.31 |
. |
| ugosa |
0.32 |
0.002 |
ugosa |
0.48 |
-0.015 |
sss_cruise |
0.3 |
. |
| northward_wind |
0.32 |
. |
eastward_wind |
0.45 |
0.02 |
sss |
0.29 |
. |
| vgos |
0.26 |
. |
sla |
0.43 |
. |
density_WOA_clim |
0.17 |
. |
| sss |
0.26 |
. |
ugos |
0.43 |
. |
sst_cruise |
0.15 |
. |
| eastward_wind |
0.24 |
. |
density_WOA_clim |
0.22 |
. |
Fe |
0.15 |
. |
| wind_speed |
0.18 |
. |
sst_cruise |
0.21 |
. |
surface_downward_northward_stress |
0.09 |
. |
| wind_stress |
0.15 |
. |
surface_downward_northward_stress |
0.19 |
. |
wind_speed |
0.08 |
. |
| density_WOA_clim |
0.14 |
. |
vgosa |
0.17 |
. |
ugosa |
0.07 |
. |
| sst_cruise |
0.12 |
. |
wind_stress |
0.06 |
. |
eastward_wind |
0.02 |
. |
| sst |
0.01 |
. |
sst |
0.03 |
. |
sst |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
surface_downward_eastward_stress |
0.01 |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| Si |
. |
. |
Si |
. |
. |
silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| PP |
. |
. |
PP |
. |
. |
O2 |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
PP |
. |
. |
KM1508 bg1
beta coefficients
| par_3 |
0.47 |
. |
par_3 |
0.57 |
. |
par |
0.52 |
. |
| par_6 |
0.43 |
. |
par |
0.54 |
. |
par_3 |
0.46 |
. |
| par_9 |
0.43 |
0.008 |
vgos |
0.52 |
. |
vgos |
0.45 |
. |
| par |
0.41 |
. |
par_6 |
0.47 |
0.057 |
par_6 |
0.4 |
0.045 |
| par_12 |
0.25 |
. |
sla |
0.45 |
. |
par_9 |
0.33 |
0.015 |
| northward_wind |
0.24 |
-0.071 |
par_12 |
0.36 |
. |
par_12 |
0.33 |
. |
| sla |
0.19 |
. |
par_9 |
0.3 |
. |
sla |
0.27 |
. |
| Fe |
0.16 |
. |
Fe |
0.27 |
. |
northward_wind |
0.24 |
. |
| vgosa |
0.15 |
. |
wind_speed |
0.26 |
. |
ugos |
0.17 |
. |
| vgos |
0.15 |
. |
northward_wind |
0.12 |
. |
wind_speed |
0.15 |
. |
| ugosa |
0.11 |
. |
ugos |
0.07 |
. |
Fe |
0.14 |
. |
| wind_speed |
0.1 |
. |
ugosa |
0.05 |
. |
vgosa |
0.07 |
. |
| ugos |
0.07 |
. |
surface_downward_northward_stress |
0.05 |
. |
ugosa |
0.06 |
. |
| surface_downward_northward_stress |
0.05 |
. |
density_WOA_clim |
0.03 |
. |
sss |
0.06 |
. |
| sss_cruise |
0.02 |
. |
sss |
0.03 |
. |
surface_downward_northward_stress |
0.05 |
. |
| density_WOA_clim |
0.01 |
. |
sss_cruise |
0.02 |
. |
wind_stress |
0.03 |
. |
| sst_cruise |
0.01 |
. |
vgosa |
0.01 |
. |
sss_cruise |
0.01 |
. |
| eastward_wind |
0.01 |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| sss |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
PP |
. |
. |
sst |
. |
. |
| PP |
. |
. |
wind_stress |
. |
. |
PP |
. |
. |
| wind_stress |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1508 rest1_1
beta coefficients
| par |
0.77 |
. |
par |
0.66 |
. |
vgos |
0.55 |
. |
| par_3 |
0.73 |
. |
par_6 |
0.51 |
. |
par_3 |
0.48 |
. |
| ugosa |
0.53 |
0 |
par_9 |
0.49 |
0.03 |
par_9 |
0.44 |
. |
| par_9 |
0.5 |
-0.009 |
par_3 |
0.39 |
. |
par_6 |
0.4 |
-0.004 |
| par_12 |
0.42 |
. |
sla |
0.37 |
. |
par_12 |
0.36 |
. |
| sla |
0.32 |
. |
vgos |
0.32 |
-0.001 |
par |
0.35 |
. |
| par_6 |
0.27 |
-0.003 |
par_12 |
0.28 |
. |
wind_speed |
0.21 |
. |
| Fe |
0.2 |
. |
Fe |
0.15 |
. |
northward_wind |
0.21 |
. |
| vgosa |
0.18 |
-0.006 |
wind_speed |
0.14 |
. |
sla |
0.2 |
. |
| northward_wind |
0.17 |
. |
northward_wind |
0.11 |
. |
ugos |
0.18 |
. |
| ugos |
0.15 |
0.004 |
ugos |
0.1 |
. |
ugosa |
0.1 |
. |
| vgos |
0.12 |
. |
ugosa |
0.08 |
. |
wind_stress |
0.1 |
. |
| surface_downward_northward_stress |
0.11 |
. |
vgosa |
0.06 |
. |
surface_downward_northward_stress |
0.09 |
. |
| sss_cruise |
0.06 |
. |
wind_stress |
0.06 |
. |
Fe |
0.06 |
. |
| wind_speed |
0.06 |
. |
surface_downward_northward_stress |
0.06 |
. |
sss_cruise |
0.05 |
. |
| sss |
0.05 |
. |
density_WOA_clim |
0.02 |
. |
vgosa |
0.02 |
. |
| density_WOA_clim |
0.03 |
. |
sss_cruise |
0.02 |
. |
sss |
0.02 |
. |
| wind_stress |
0.02 |
. |
sss |
0.02 |
. |
AOU_WOA_clim |
. |
. |
| eastward_wind |
0.01 |
. |
sst_cruise |
0.01 |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
eastward_wind |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| Si |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| sst |
. |
. |
sst |
. |
. |
PP |
. |
. |
| PP |
. |
. |
PP |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1508 bg2
beta coefficients
| par_3 |
0.4 |
. |
vgos |
0.49 |
. |
par_3 |
0.37 |
. |
| northward_wind |
0.39 |
. |
sla |
0.46 |
. |
par_12 |
0.37 |
. |
| par_9 |
0.27 |
. |
par_3 |
0.41 |
. |
vgos |
0.37 |
. |
| sla |
0.26 |
. |
par |
0.28 |
. |
par |
0.3 |
. |
| par_12 |
0.24 |
. |
par_6 |
0.27 |
. |
Fe |
0.2 |
. |
| wind_speed |
0.24 |
. |
Fe |
0.19 |
. |
par_6 |
0.19 |
. |
| par |
0.23 |
. |
wind_speed |
0.19 |
. |
par_9 |
0.19 |
. |
| par_6 |
0.2 |
. |
par_12 |
0.18 |
. |
sla |
0.19 |
. |
| vgos |
0.15 |
. |
sss |
0.12 |
. |
wind_speed |
0.18 |
. |
| ugos |
0.13 |
. |
par_9 |
0.1 |
. |
northward_wind |
0.13 |
. |
| vgosa |
0.05 |
. |
ugos |
0.09 |
. |
ugos |
0.05 |
. |
| Fe |
0.04 |
. |
northward_wind |
0.09 |
. |
wind_stress |
0.05 |
. |
| density_WOA_clim |
0.03 |
. |
surface_downward_northward_stress |
0.08 |
. |
ugosa |
0.04 |
. |
| ugosa |
0.03 |
. |
ugosa |
0.04 |
. |
sss |
0.02 |
. |
| surface_downward_northward_stress |
0.03 |
. |
vgosa |
0.02 |
. |
vgosa |
0.01 |
. |
| sss |
0.02 |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
sss_cruise |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
Si |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
sst |
. |
. |
sst |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PP |
. |
. |
| wind_stress |
. |
. |
wind_stress |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
KM1508 pico1_
beta coefficients
| par_9 |
0.84 |
0.133 |
par |
0.88 |
-0.124 |
par |
0.95 |
0.019 |
| par_6 |
0.7 |
0.054 |
par_3 |
0.79 |
-0.113 |
par_3 |
0.92 |
0.001 |
| par_12 |
0.68 |
0.067 |
par_6 |
0.45 |
-0.038 |
vgos |
0.77 |
0.009 |
| sla |
0.56 |
-0.054 |
par_12 |
0.41 |
. |
sla |
0.62 |
0.013 |
| vgos |
0.38 |
. |
par_9 |
0.38 |
. |
par_12 |
0.59 |
. |
| vgosa |
0.37 |
-0.053 |
vgosa |
0.37 |
0.062 |
sss |
0.45 |
0.008 |
| par |
0.33 |
. |
sss_cruise |
0.27 |
. |
par_9 |
0.43 |
. |
| par_3 |
0.26 |
. |
Fe |
0.27 |
. |
par_6 |
0.36 |
. |
| Fe |
0.21 |
. |
sla |
0.25 |
. |
ugos |
0.32 |
. |
| wind_speed |
0.18 |
. |
vgos |
0.24 |
. |
northward_wind |
0.27 |
. |
| northward_wind |
0.17 |
. |
ugos |
0.23 |
. |
wind_speed |
0.22 |
. |
| ugos |
0.14 |
. |
sss |
0.18 |
. |
Fe |
0.17 |
. |
| surface_downward_northward_stress |
0.09 |
. |
northward_wind |
0.17 |
. |
surface_downward_northward_stress |
0.1 |
. |
| sss |
0.08 |
. |
wind_speed |
0.12 |
. |
vgosa |
0.07 |
. |
| density_WOA_clim |
0.05 |
. |
surface_downward_northward_stress |
0.06 |
. |
density_WOA_clim |
0.03 |
. |
| sst |
0.05 |
. |
density_WOA_clim |
0.05 |
. |
sss_cruise |
0.03 |
. |
| ugosa |
0.03 |
. |
ugosa |
0.05 |
. |
ugosa |
0.03 |
. |
| sst_cruise |
0.02 |
. |
wind_stress |
0.02 |
. |
wind_stress |
0.01 |
. |
| eastward_wind |
0.02 |
. |
eastward_wind |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
0.01 |
. |
surface_downward_eastward_stress |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| sss_cruise |
0.01 |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| Si |
. |
. |
sst_cruise |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| PP |
. |
. |
O2 |
. |
. |
PP |
. |
. |
| wind_stress |
. |
. |
sst |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1508 syn
beta coefficients
| par_3 |
0.91 |
0.067 |
par_3 |
0.91 |
-0.052 |
par_12 |
0.82 |
-0.085 |
| par_6 |
0.89 |
0.084 |
par |
0.73 |
-0.016 |
par_6 |
0.57 |
-0.032 |
| par_9 |
0.79 |
0.037 |
par_12 |
0.6 |
-0.034 |
par_9 |
0.56 |
-0.004 |
| par_12 |
0.71 |
0.054 |
ugos |
0.48 |
. |
par |
0.45 |
. |
| par |
0.67 |
0.033 |
sss |
0.45 |
-0.077 |
sla |
0.43 |
. |
| sla |
0.57 |
. |
sla |
0.39 |
. |
par_3 |
0.41 |
. |
| vgosa |
0.53 |
-0.037 |
vgos |
0.34 |
. |
ugos |
0.41 |
0.003 |
| sss |
0.32 |
. |
par_9 |
0.29 |
. |
vgos |
0.39 |
-0.01 |
| ugos |
0.3 |
. |
par_6 |
0.28 |
. |
Fe |
0.33 |
. |
| northward_wind |
0.29 |
. |
Fe |
0.23 |
. |
vgosa |
0.3 |
. |
| Fe |
0.26 |
. |
vgosa |
0.13 |
. |
sss |
0.3 |
. |
| vgos |
0.22 |
. |
surface_downward_northward_stress |
0.13 |
. |
northward_wind |
0.19 |
. |
| wind_speed |
0.14 |
. |
northward_wind |
0.12 |
0.003 |
sss_cruise |
0.06 |
. |
| sss_cruise |
0.08 |
. |
wind_speed |
0.08 |
. |
wind_speed |
0.06 |
. |
| surface_downward_northward_stress |
0.08 |
. |
density_WOA_clim |
0.04 |
. |
surface_downward_northward_stress |
0.04 |
. |
| sst |
0.04 |
. |
ugosa |
0.02 |
. |
wind_stress |
0.03 |
. |
| density_WOA_clim |
0.03 |
. |
wind_stress |
0.02 |
. |
density_WOA_clim |
0.01 |
. |
| eastward_wind |
0.03 |
. |
AOU_WOA_clim |
. |
. |
ugosa |
0.01 |
. |
| ugosa |
0.02 |
. |
o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| sst_cruise |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| wind_stress |
0.01 |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
sst_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
Si |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
PP |
. |
. |
| PP |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1508 rest2_
beta coefficients
| par_6 |
0.75 |
0.077 |
par_3 |
0.85 |
-0.014 |
par_6 |
0.57 |
0.007 |
| par_9 |
0.5 |
0 |
vgos |
0.81 |
-0.03 |
par |
0.54 |
0.008 |
| par_3 |
0.48 |
. |
par |
0.75 |
-0.004 |
par_3 |
0.51 |
. |
| par |
0.25 |
. |
sla |
0.6 |
-0.016 |
sla |
0.48 |
-0.001 |
| vgosa |
0.24 |
. |
par_6 |
0.44 |
-0.003 |
par_9 |
0.43 |
0.002 |
| northward_wind |
0.24 |
. |
wind_speed |
0.38 |
. |
vgos |
0.36 |
. |
| par_12 |
0.21 |
. |
par_12 |
0.29 |
0.001 |
wind_speed |
0.35 |
-0.001 |
| vgos |
0.12 |
. |
par_9 |
0.28 |
. |
par_12 |
0.3 |
. |
| sla |
0.11 |
. |
surface_downward_northward_stress |
0.15 |
0.007 |
Fe |
0.19 |
. |
| surface_downward_northward_stress |
0.1 |
. |
Fe |
0.11 |
. |
vgosa |
0.19 |
. |
| Fe |
0.09 |
. |
ugosa |
0.1 |
. |
ugos |
0.19 |
. |
| ugos |
0.07 |
. |
wind_stress |
0.1 |
. |
surface_downward_northward_stress |
0.19 |
0.004 |
| wind_speed |
0.07 |
. |
northward_wind |
0.08 |
. |
northward_wind |
0.13 |
. |
| density_WOA_clim |
0.04 |
. |
ugos |
0.05 |
. |
ugosa |
0.09 |
. |
| ugosa |
0.04 |
. |
sss |
0.05 |
. |
sss |
0.08 |
. |
| sss_cruise |
0.01 |
. |
vgosa |
0.03 |
. |
sss_cruise |
0.04 |
. |
| sss |
0.01 |
. |
sss_cruise |
0.01 |
. |
wind_stress |
0.03 |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| Si |
. |
. |
sst_cruise |
. |
. |
sst_cruise |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| sst |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| PP |
. |
. |
sst |
. |
. |
sst |
. |
. |
| wind_stress |
. |
. |
PP |
. |
. |
PP |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1508 small
beta coefficients
| par_3 |
0.92 |
0.046 |
par_3 |
0.81 |
0.011 |
par_3 |
0.79 |
0.004 |
| par_6 |
0.88 |
0.057 |
par_6 |
0.8 |
0.027 |
par_6 |
0.73 |
0.005 |
| par_9 |
0.81 |
0.043 |
par |
0.79 |
0.023 |
par |
0.49 |
0.002 |
| par |
0.74 |
0.028 |
par_9 |
0.74 |
0.03 |
par_9 |
0.48 |
0.002 |
| par_12 |
0.66 |
. |
vgos |
0.41 |
. |
sla |
0.47 |
-0.003 |
| sla |
0.62 |
-0.028 |
sla |
0.38 |
. |
par_12 |
0.41 |
. |
| vgosa |
0.48 |
-0.003 |
par_12 |
0.3 |
. |
wind_speed |
0.4 |
. |
| ugosa |
0.46 |
-0.027 |
ugosa |
0.23 |
. |
northward_wind |
0.38 |
. |
| northward_wind |
0.46 |
-0.009 |
ugos |
0.16 |
. |
surface_downward_northward_stress |
0.29 |
0.003 |
| Fe |
0.42 |
0.003 |
northward_wind |
0.15 |
. |
ugos |
0.27 |
. |
| sss_cruise |
0.26 |
. |
Fe |
0.13 |
. |
vgosa |
0.21 |
. |
| vgos |
0.24 |
-0.036 |
wind_speed |
0.13 |
. |
sss |
0.21 |
. |
| sss |
0.19 |
. |
sss_cruise |
0.11 |
. |
sss_cruise |
0.19 |
0.002 |
| wind_speed |
0.13 |
. |
surface_downward_northward_stress |
0.11 |
0.001 |
Fe |
0.17 |
. |
| surface_downward_northward_stress |
0.12 |
. |
sss |
0.06 |
. |
vgos |
0.14 |
. |
| density_WOA_clim |
0.11 |
. |
wind_stress |
0.04 |
. |
ugosa |
0.09 |
. |
| ugos |
0.11 |
. |
vgosa |
0.03 |
. |
density_WOA_clim |
0.03 |
. |
| wind_stress |
0.07 |
. |
density_WOA_clim |
0.02 |
. |
sst_cruise |
0.03 |
. |
| sst_cruise |
0.05 |
. |
sst_cruise |
0.02 |
. |
wind_stress |
0.02 |
. |
| O2 |
0.03 |
. |
eastward_wind |
0.01 |
. |
eastward_wind |
0.02 |
. |
| eastward_wind |
0.02 |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| sst |
0.01 |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
Si |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1508 pro1
beta coefficients
| par_3 |
1 |
0.082 |
par |
0.99 |
-0.026 |
par_6 |
0.88 |
0.004 |
| par_6 |
1 |
0.157 |
par_9 |
0.97 |
0.061 |
par_3 |
0.77 |
0.007 |
| par_9 |
1 |
0.096 |
vgos |
0.91 |
-0.065 |
par |
0.7 |
0.007 |
| par |
0.99 |
0.115 |
ugos |
0.9 |
-0.04 |
northward_wind |
0.69 |
. |
| vgosa |
0.97 |
-0.085 |
par_12 |
0.84 |
-0.008 |
par_12 |
0.68 |
0.002 |
| par_12 |
0.95 |
0.028 |
par_3 |
0.83 |
. |
sla |
0.58 |
. |
| northward_wind |
0.84 |
-0.029 |
sss |
0.83 |
-0.097 |
par_9 |
0.56 |
0.002 |
| sss |
0.8 |
0.134 |
sss_cruise |
0.67 |
. |
wind_speed |
0.5 |
. |
| sla |
0.79 |
-0.052 |
par_6 |
0.65 |
0.032 |
sss |
0.48 |
0.004 |
| ugosa |
0.69 |
-0.063 |
northward_wind |
0.54 |
0.009 |
sss_cruise |
0.47 |
. |
| Fe |
0.66 |
0.039 |
sla |
0.52 |
. |
ugos |
0.44 |
0.004 |
| density_WOA_clim |
0.5 |
-0.027 |
Fe |
0.43 |
. |
vgosa |
0.42 |
. |
| ugos |
0.49 |
. |
surface_downward_northward_stress |
0.24 |
. |
vgos |
0.28 |
. |
| sss_cruise |
0.43 |
. |
wind_speed |
0.15 |
. |
Fe |
0.25 |
. |
| sst_cruise |
0.32 |
. |
wind_stress |
0.13 |
. |
surface_downward_northward_stress |
0.25 |
0.005 |
| surface_downward_northward_stress |
0.28 |
. |
density_WOA_clim |
0.11 |
. |
ugosa |
0.21 |
. |
| wind_speed |
0.23 |
. |
eastward_wind |
0.11 |
. |
wind_stress |
0.1 |
. |
| eastward_wind |
0.16 |
. |
vgosa |
0.1 |
. |
sst_cruise |
0.06 |
. |
| wind_stress |
0.15 |
. |
o2sat_WOA_clim |
0.07 |
. |
density_WOA_clim |
0.05 |
. |
| O2 |
0.07 |
. |
AOU_WOA_clim |
0.04 |
. |
eastward_wind |
0.04 |
. |
| vgos |
0.07 |
. |
ugosa |
0.03 |
. |
AOU_WOA_clim |
. |
. |
| sst |
0.05 |
. |
sst |
0.02 |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
0.04 |
. |
sst_cruise |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| AOU_WOA_clim |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
0.01 |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| silicate_WOA_clim |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| PP |
0.01 |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| nitrate_WOA_clim |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| phosphate_WOA_clim |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| PO4 |
. |
. |
PP |
. |
. |
PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1512 pico4_
beta coefficients
| par_6 |
0.61 |
-0.021 |
par_6 |
0.48 |
-0.053 |
par |
0.75 |
0.002 |
| par_9 |
0.6 |
. |
par |
0.42 |
0.064 |
Fe |
0.53 |
. |
| par |
0.46 |
. |
par_3 |
0.41 |
. |
par_3 |
0.51 |
. |
| par_3 |
0.37 |
-0.004 |
par_9 |
0.39 |
-0.01 |
par_12 |
0.48 |
. |
| par_12 |
0.36 |
0.017 |
par_12 |
0.37 |
. |
par_6 |
0.45 |
. |
| Fe |
0.25 |
-0.012 |
Fe |
0.33 |
. |
northward_wind |
0.41 |
. |
| ugos |
0.23 |
. |
ugos |
0.25 |
. |
par_9 |
0.4 |
. |
| northward_wind |
0.23 |
. |
vgos |
0.2 |
. |
vgos |
0.37 |
. |
| sss |
0.18 |
. |
northward_wind |
0.16 |
. |
wind_speed |
0.25 |
. |
| vgosa |
0.17 |
. |
sss |
0.15 |
. |
ugos |
0.19 |
. |
| wind_speed |
0.15 |
. |
PO4 |
0.12 |
. |
vgosa |
0.09 |
. |
| sla |
0.14 |
. |
wind_speed |
0.12 |
. |
sss |
0.08 |
. |
| vgos |
0.12 |
. |
sla |
0.11 |
. |
o2sat_WOA_clim |
0.07 |
. |
| o2sat_WOA_clim |
0.1 |
. |
o2sat_WOA_clim |
0.1 |
. |
density_WOA_clim |
0.05 |
. |
| ugosa |
0.1 |
. |
vgosa |
0.09 |
. |
sss_cruise |
0.05 |
. |
| wind_stress |
0.1 |
. |
wind_stress |
0.07 |
. |
ugosa |
0.05 |
. |
| density_WOA_clim |
0.05 |
. |
eastward_wind |
0.07 |
. |
surface_downward_northward_stress |
0.05 |
. |
| sst_cruise |
0.05 |
. |
ugosa |
0.06 |
. |
sla |
0.03 |
. |
| PO4 |
0.05 |
. |
sst_cruise |
0.05 |
. |
sst_cruise |
0.02 |
. |
| O2 |
0.04 |
. |
phosphate_WOA_clim |
0.04 |
. |
O2 |
0.01 |
. |
| sst |
0.04 |
. |
surface_downward_northward_stress |
0.03 |
. |
eastward_wind |
0.01 |
. |
| eastward_wind |
0.04 |
. |
salinity_WOA_clim |
0.02 |
. |
AOU_WOA_clim |
. |
. |
| phosphate_WOA_clim |
0.03 |
. |
O2 |
0.02 |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
0.02 |
. |
sss_cruise |
0.01 |
. |
salinity_WOA_clim |
. |
. |
| sss_cruise |
0.01 |
. |
sst |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
| surface_downward_northward_stress |
0.01 |
. |
surface_downward_eastward_stress |
0.01 |
. |
nitrate_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
Si |
. |
. |
| nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
NO3 |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
CHL |
. |
. |
| Si |
. |
. |
silicate_WOA_clim |
. |
. |
PHYC |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
PO4 |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
sst |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
PP |
. |
. |
| PP |
. |
. |
PHYC |
. |
. |
wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1512 rest1_1
beta coefficients
| par_9 |
0.43 |
0.003 |
par_3 |
0.39 |
-0.015 |
par_6 |
0.45 |
-0.013 |
| Fe |
0.39 |
. |
par_9 |
0.38 |
0.017 |
par_9 |
0.35 |
. |
| vgos |
0.32 |
0.003 |
par |
0.34 |
. |
Fe |
0.34 |
. |
| northward_wind |
0.31 |
0.004 |
par_12 |
0.3 |
. |
par |
0.31 |
. |
| par |
0.27 |
. |
par_6 |
0.26 |
. |
par_3 |
0.27 |
. |
| par_6 |
0.27 |
. |
Fe |
0.26 |
. |
par_12 |
0.26 |
. |
| par_12 |
0.26 |
. |
vgos |
0.2 |
. |
vgos |
0.23 |
. |
| par_3 |
0.24 |
. |
northward_wind |
0.16 |
. |
northward_wind |
0.17 |
. |
| vgosa |
0.14 |
. |
ugos |
0.11 |
. |
ugos |
0.16 |
. |
| wind_speed |
0.14 |
. |
wind_speed |
0.09 |
. |
vgosa |
0.11 |
. |
| ugos |
0.08 |
. |
vgosa |
0.07 |
. |
wind_speed |
0.08 |
. |
| density_WOA_clim |
0.07 |
. |
sla |
0.03 |
. |
sla |
0.07 |
. |
| sla |
0.07 |
. |
o2sat_WOA_clim |
0.02 |
. |
sss |
0.05 |
. |
| wind_stress |
0.07 |
. |
density_WOA_clim |
0.01 |
. |
density_WOA_clim |
0.04 |
. |
| o2sat_WOA_clim |
0.04 |
. |
ugosa |
0.01 |
. |
o2sat_WOA_clim |
0.04 |
. |
| PO4 |
0.04 |
. |
sss |
0.01 |
. |
PO4 |
0.03 |
. |
| Si |
0.02 |
. |
AOU_WOA_clim |
. |
. |
ugosa |
0.03 |
. |
| sss |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
Si |
0.02 |
. |
| AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
AOU_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
wind_stress |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
Si |
. |
. |
silicate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
NO3 |
. |
. |
sss_cruise |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
sst_cruise |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
CHL |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
PHYC |
. |
. |
| sst |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| PP |
. |
. |
PP |
. |
. |
sst |
. |
. |
| ugosa |
. |
. |
wind_stress |
. |
. |
PP |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
KM1512 croco
beta coefficients
| par_9 |
0.86 |
0.247 |
par_3 |
0.76 |
-0.125 |
par_9 |
0.84 |
-0.264 |
| par_3 |
0.7 |
0.15 |
par_6 |
0.7 |
-0.1 |
par |
0.73 |
0.085 |
| par_6 |
0.66 |
0.113 |
par_9 |
0.62 |
-0.073 |
par_3 |
0.68 |
0.081 |
| par_12 |
0.64 |
0.104 |
par_12 |
0.53 |
-0.034 |
northward_wind |
0.46 |
-0.028 |
| par |
0.57 |
-0.019 |
par |
0.51 |
0.036 |
vgos |
0.45 |
0.077 |
| Fe |
0.47 |
-0.038 |
Fe |
0.5 |
0.062 |
par_12 |
0.37 |
. |
| northward_wind |
0.43 |
. |
northward_wind |
0.46 |
. |
wind_speed |
0.28 |
. |
| o2sat_WOA_clim |
0.35 |
. |
ugos |
0.43 |
0.005 |
Fe |
0.26 |
. |
| ugos |
0.35 |
. |
vgosa |
0.25 |
. |
par_6 |
0.24 |
. |
| sss |
0.32 |
-0.137 |
o2sat_WOA_clim |
0.21 |
. |
vgosa |
0.24 |
. |
| wind_speed |
0.29 |
. |
sss |
0.2 |
. |
ugos |
0.2 |
. |
| vgos |
0.18 |
. |
vgos |
0.16 |
. |
density_WOA_clim |
0.17 |
. |
| vgosa |
0.16 |
. |
wind_speed |
0.1 |
. |
o2sat_WOA_clim |
0.1 |
. |
| wind_stress |
0.15 |
0.032 |
wind_stress |
0.08 |
. |
wind_stress |
0.05 |
. |
| sla |
0.12 |
. |
sss_cruise |
0.07 |
. |
AOU_WOA_clim |
0.03 |
. |
| ugosa |
0.1 |
. |
AOU_WOA_clim |
0.06 |
. |
sss |
0.03 |
. |
| density_WOA_clim |
0.08 |
. |
density_WOA_clim |
0.05 |
. |
Si |
0.02 |
. |
| AOU_WOA_clim |
0.05 |
. |
sla |
0.05 |
. |
ugosa |
0.02 |
. |
| phosphate_WOA_clim |
0.03 |
. |
ugosa |
0.04 |
. |
phosphate_WOA_clim |
0.01 |
. |
| PO4 |
0.03 |
. |
phosphate_WOA_clim |
0.03 |
. |
PO4 |
0.01 |
. |
| surface_downward_northward_stress |
0.03 |
. |
O2 |
0.03 |
. |
O2 |
0.01 |
. |
| sst_cruise |
0.02 |
. |
sst |
0.01 |
. |
sst |
0.01 |
. |
| sst |
0.02 |
. |
eastward_wind |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| sss_cruise |
0.01 |
. |
surface_downward_northward_stress |
0.01 |
. |
salinity_WOA_clim |
. |
. |
| Si |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| O2 |
0.01 |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| eastward_wind |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| conductivity_WOA_clim |
. |
. |
sst_cruise |
. |
. |
NO3 |
. |
. |
| nitrate_WOA_clim |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
PP |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
sla |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
eastward_wind |
. |
. |
| PP |
. |
. |
PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
KM1512 rest2_
beta coefficients
| par_9 |
0.72 |
0.195 |
par_9 |
0.45 |
0.004 |
northward_wind |
0.69 |
-0.028 |
| par |
0.45 |
. |
par_12 |
0.44 |
. |
par |
0.56 |
0.005 |
| par_6 |
0.44 |
0.049 |
par_3 |
0.43 |
. |
par_6 |
0.47 |
. |
| par_3 |
0.34 |
. |
northward_wind |
0.42 |
-0.014 |
par_9 |
0.47 |
0.001 |
| Fe |
0.28 |
. |
par_6 |
0.4 |
. |
par_3 |
0.4 |
0.007 |
| par_12 |
0.22 |
. |
par |
0.32 |
. |
Fe |
0.35 |
. |
| northward_wind |
0.22 |
. |
ugos |
0.24 |
0.001 |
par_12 |
0.31 |
. |
| vgosa |
0.21 |
. |
Fe |
0.23 |
0.003 |
o2sat_WOA_clim |
0.26 |
. |
| ugos |
0.21 |
. |
vgos |
0.14 |
. |
ugos |
0.22 |
. |
| sss |
0.2 |
. |
wind_speed |
0.1 |
. |
vgos |
0.21 |
. |
| vgos |
0.16 |
. |
vgosa |
0.06 |
. |
vgosa |
0.1 |
. |
| o2sat_WOA_clim |
0.1 |
. |
o2sat_WOA_clim |
0.05 |
. |
wind_speed |
0.1 |
. |
| sla |
0.1 |
. |
sla |
0.03 |
. |
sla |
0.08 |
. |
| wind_speed |
0.09 |
. |
sss |
0.03 |
. |
sss |
0.07 |
. |
| PO4 |
0.06 |
. |
ugosa |
0.02 |
. |
density_WOA_clim |
0.04 |
. |
| surface_downward_northward_stress |
0.06 |
. |
O2 |
0.01 |
. |
surface_downward_northward_stress |
0.03 |
. |
| sst_cruise |
0.05 |
. |
wind_stress |
0.01 |
. |
sss_cruise |
0.02 |
. |
| ugosa |
0.05 |
. |
eastward_wind |
0.01 |
. |
phosphate_WOA_clim |
0.01 |
. |
| wind_stress |
0.05 |
. |
surface_downward_northward_stress |
0.01 |
. |
sst_cruise |
0.01 |
. |
| density_WOA_clim |
0.04 |
. |
AOU_WOA_clim |
. |
. |
PO4 |
0.01 |
. |
| sst |
0.03 |
. |
density_WOA_clim |
. |
. |
ugosa |
0.01 |
. |
| sss_cruise |
0.02 |
. |
oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| O2 |
0.01 |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| eastward_wind |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
Si |
. |
. |
| nitrate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
NO3 |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
O2 |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
sst |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PP |
. |
. |
| PHYC |
. |
. |
sst |
. |
. |
wind_stress |
. |
. |
| PP |
. |
. |
PP |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1512 bg
beta coefficients
| par_9 |
0.67 |
0.075 |
ugos |
0.54 |
. |
par_9 |
0.51 |
. |
| Fe |
0.4 |
-0.023 |
par |
0.44 |
-0.005 |
par_12 |
0.41 |
-0.088 |
| par_12 |
0.35 |
0.059 |
par_6 |
0.43 |
0.019 |
ugos |
0.34 |
0.113 |
| par |
0.34 |
-0.005 |
par_3 |
0.4 |
. |
northward_wind |
0.34 |
-0.032 |
| ugos |
0.33 |
-0.053 |
par_12 |
0.35 |
. |
par_6 |
0.33 |
0.001 |
| par_6 |
0.28 |
. |
northward_wind |
0.29 |
. |
par |
0.29 |
. |
| par_3 |
0.23 |
. |
par_9 |
0.23 |
. |
Fe |
0.22 |
. |
| northward_wind |
0.18 |
. |
Fe |
0.19 |
. |
par_3 |
0.2 |
. |
| vgosa |
0.12 |
. |
vgosa |
0.17 |
. |
vgosa |
0.18 |
. |
| vgos |
0.11 |
. |
vgos |
0.09 |
. |
vgos |
0.11 |
. |
| sss |
0.09 |
. |
wind_speed |
0.06 |
. |
o2sat_WOA_clim |
0.08 |
. |
| wind_speed |
0.06 |
. |
o2sat_WOA_clim |
0.05 |
. |
wind_speed |
0.05 |
. |
| o2sat_WOA_clim |
0.05 |
. |
sla |
0.04 |
. |
density_WOA_clim |
0.04 |
. |
| sla |
0.04 |
. |
AOU_WOA_clim |
0.03 |
. |
sla |
0.02 |
. |
| wind_stress |
0.03 |
. |
density_WOA_clim |
0.03 |
. |
wind_stress |
0.01 |
. |
| density_WOA_clim |
0.02 |
. |
ugosa |
0.02 |
. |
AOU_WOA_clim |
. |
. |
| sst_cruise |
0.02 |
. |
sss_cruise |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| O2 |
0.02 |
. |
O2 |
0.01 |
. |
salinity_WOA_clim |
. |
. |
| AOU_WOA_clim |
0.01 |
. |
wind_stress |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
| sss_cruise |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| PO4 |
0.01 |
. |
salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| sst |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| ugosa |
0.01 |
. |
nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| surface_downward_northward_stress |
0.01 |
. |
phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| oxygen_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| salinity_WOA_clim |
. |
. |
sst_cruise |
. |
. |
NO3 |
. |
. |
| conductivity_WOA_clim |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| nitrate_WOA_clim |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| phosphate_WOA_clim |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| silicate_WOA_clim |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| Si |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| NO3 |
. |
. |
sst |
. |
. |
PP |
. |
. |
| CHL |
. |
. |
PP |
. |
. |
ugosa |
. |
. |
| PHYC |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| eastward_wind |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1512 bead
beta coefficients
| par_9 |
0.4 |
. |
par |
0.37 |
0.021 |
par_9 |
0.47 |
. |
| Fe |
0.29 |
. |
par_6 |
0.34 |
. |
par |
0.34 |
-0.002 |
| ugos |
0.27 |
. |
par_12 |
0.29 |
. |
par_6 |
0.31 |
. |
| par_12 |
0.25 |
. |
par_3 |
0.27 |
0.001 |
ugos |
0.26 |
. |
| par_6 |
0.23 |
. |
ugos |
0.27 |
. |
par_12 |
0.25 |
. |
| par_3 |
0.18 |
. |
Fe |
0.23 |
. |
Fe |
0.23 |
. |
| par |
0.17 |
. |
northward_wind |
0.19 |
-0.007 |
northward_wind |
0.23 |
0.02 |
| northward_wind |
0.14 |
. |
par_9 |
0.17 |
. |
par_3 |
0.16 |
. |
| vgosa |
0.1 |
. |
vgos |
0.12 |
. |
vgos |
0.14 |
. |
| vgos |
0.09 |
. |
vgosa |
0.07 |
. |
vgosa |
0.1 |
. |
| density_WOA_clim |
0.05 |
. |
wind_speed |
0.07 |
. |
wind_speed |
0.05 |
. |
| wind_stress |
0.03 |
. |
sla |
0.06 |
. |
sla |
0.02 |
. |
| wind_speed |
0.03 |
. |
density_WOA_clim |
0.04 |
. |
wind_stress |
0.02 |
. |
| o2sat_WOA_clim |
0.02 |
. |
sss |
0.04 |
. |
density_WOA_clim |
0.01 |
. |
| sla |
0.01 |
. |
wind_stress |
0.03 |
. |
o2sat_WOA_clim |
0.01 |
. |
| sss |
0.01 |
. |
sst_cruise |
0.02 |
. |
sss |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
O2 |
0.02 |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
0.01 |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
Si |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
PO4 |
0.01 |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
eastward_wind |
0.01 |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
surface_downward_northward_stress |
0.01 |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
oxygen_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
salinity_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
conductivity_WOA_clim |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
nitrate_WOA_clim |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
phosphate_WOA_clim |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
silicate_WOA_clim |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
sss_cruise |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
NO3 |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
CHL |
. |
. |
sst |
. |
. |
| PP |
. |
. |
PHYC |
. |
. |
PP |
. |
. |
| ugosa |
. |
. |
sst |
. |
. |
ugosa |
. |
. |
| eastward_wind |
. |
. |
PP |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
ugosa |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
KM1512 pico1_
beta coefficients
| par_9 |
0.9 |
0.187 |
par |
0.78 |
-0.049 |
par |
0.95 |
0.109 |
| par_6 |
0.87 |
0.118 |
par_6 |
0.58 |
0.015 |
par_3 |
0.84 |
0.056 |
| par_3 |
0.83 |
0.237 |
par_3 |
0.55 |
-0.002 |
Fe |
0.84 |
-0.076 |
| par_12 |
0.53 |
0.082 |
par_12 |
0.55 |
-0.028 |
par_12 |
0.8 |
-0.03 |
| Fe |
0.5 |
-0.075 |
par_9 |
0.54 |
0.004 |
northward_wind |
0.66 |
-0.103 |
| ugos |
0.48 |
-0.09 |
Fe |
0.51 |
. |
vgos |
0.6 |
0.03 |
| northward_wind |
0.46 |
0.097 |
vgos |
0.41 |
. |
par_6 |
0.54 |
. |
| vgosa |
0.45 |
0.048 |
ugos |
0.36 |
. |
par_9 |
0.53 |
0.014 |
| par |
0.44 |
. |
northward_wind |
0.36 |
. |
wind_speed |
0.52 |
-0.125 |
| sss |
0.42 |
-0.378 |
wind_speed |
0.32 |
0.035 |
ugos |
0.32 |
. |
| o2sat_WOA_clim |
0.35 |
-0.06 |
sla |
0.27 |
0.028 |
o2sat_WOA_clim |
0.26 |
0.007 |
| sla |
0.34 |
-0.253 |
o2sat_WOA_clim |
0.19 |
. |
vgosa |
0.19 |
. |
| wind_speed |
0.22 |
. |
ugosa |
0.16 |
0.01 |
sla |
0.12 |
. |
| vgos |
0.18 |
. |
eastward_wind |
0.13 |
. |
sss |
0.12 |
. |
| phosphate_WOA_clim |
0.15 |
. |
sss |
0.12 |
. |
density_WOA_clim |
0.09 |
. |
| ugosa |
0.15 |
. |
surface_downward_northward_stress |
0.11 |
. |
sss_cruise |
0.07 |
. |
| PO4 |
0.12 |
. |
sst_cruise |
0.1 |
. |
ugosa |
0.06 |
. |
| O2 |
0.11 |
. |
O2 |
0.08 |
. |
surface_downward_northward_stress |
0.06 |
. |
| surface_downward_northward_stress |
0.1 |
. |
vgosa |
0.07 |
. |
sst_cruise |
0.03 |
. |
| wind_stress |
0.08 |
. |
PO4 |
0.06 |
. |
sst |
0.02 |
. |
| density_WOA_clim |
0.06 |
. |
sss_cruise |
0.05 |
. |
eastward_wind |
0.02 |
. |
| sst_cruise |
0.06 |
. |
wind_stress |
0.03 |
. |
AOU_WOA_clim |
0.01 |
. |
| eastward_wind |
0.06 |
. |
AOU_WOA_clim |
0.02 |
. |
phosphate_WOA_clim |
0.01 |
. |
| sst |
0.03 |
. |
density_WOA_clim |
0.02 |
. |
O2 |
0.01 |
. |
| sss_cruise |
0.02 |
. |
salinity_WOA_clim |
0.02 |
. |
oxygen_WOA_clim |
. |
. |
| AOU_WOA_clim |
0.01 |
. |
phosphate_WOA_clim |
0.02 |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
0.01 |
. |
sst |
0.02 |
. |
conductivity_WOA_clim |
. |
. |
| surface_downward_eastward_stress |
0.01 |
. |
surface_downward_eastward_stress |
0.02 |
. |
nitrate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
Si |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
NO3 |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
CHL |
. |
. |
| Si |
. |
. |
Si |
. |
. |
PHYC |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
PO4 |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
PP |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
wind_stress |
. |
. |
| PP |
. |
. |
PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1512 pico2_1
beta coefficients
| par_6 |
0.77 |
0.054 |
par_12 |
0.7 |
-0.042 |
par |
0.77 |
0.07 |
| par_3 |
0.61 |
0.008 |
par_9 |
0.66 |
-0.043 |
par_6 |
0.52 |
-0.007 |
| par_9 |
0.6 |
. |
par_3 |
0.6 |
-0.034 |
par_9 |
0.51 |
. |
| par_12 |
0.55 |
. |
Fe |
0.59 |
0.027 |
Fe |
0.51 |
-0.033 |
| Fe |
0.46 |
-0.009 |
par |
0.54 |
. |
par_12 |
0.45 |
0.029 |
| par |
0.41 |
. |
par_6 |
0.52 |
-0.002 |
vgos |
0.43 |
0.055 |
| northward_wind |
0.37 |
0.002 |
ugos |
0.35 |
. |
par_3 |
0.41 |
0.018 |
| ugos |
0.36 |
-0.01 |
wind_speed |
0.3 |
0.031 |
northward_wind |
0.38 |
. |
| vgosa |
0.35 |
. |
vgos |
0.29 |
. |
ugos |
0.34 |
. |
| sla |
0.28 |
. |
northward_wind |
0.29 |
-0.002 |
wind_speed |
0.34 |
. |
| vgos |
0.2 |
0.026 |
o2sat_WOA_clim |
0.2 |
. |
sss |
0.17 |
. |
| ugosa |
0.2 |
. |
vgosa |
0.18 |
. |
o2sat_WOA_clim |
0.15 |
. |
| sss |
0.16 |
. |
sss |
0.17 |
. |
vgosa |
0.13 |
. |
| wind_speed |
0.15 |
. |
sla |
0.16 |
. |
density_WOA_clim |
0.1 |
. |
| o2sat_WOA_clim |
0.14 |
. |
ugosa |
0.14 |
. |
sla |
0.09 |
. |
| O2 |
0.07 |
. |
sst_cruise |
0.09 |
. |
surface_downward_northward_stress |
0.05 |
. |
| wind_stress |
0.06 |
. |
PO4 |
0.07 |
. |
sst_cruise |
0.03 |
. |
| density_WOA_clim |
0.04 |
. |
sss_cruise |
0.06 |
. |
sss_cruise |
0.02 |
. |
| sss_cruise |
0.04 |
. |
eastward_wind |
0.06 |
. |
ugosa |
0.02 |
. |
| sst_cruise |
0.03 |
. |
surface_downward_northward_stress |
0.06 |
. |
eastward_wind |
0.02 |
. |
| sst |
0.03 |
. |
phosphate_WOA_clim |
0.04 |
. |
AOU_WOA_clim |
0.01 |
. |
| PO4 |
0.02 |
. |
O2 |
0.04 |
. |
PO4 |
0.01 |
. |
| surface_downward_northward_stress |
0.02 |
. |
wind_stress |
0.04 |
. |
sst |
0.01 |
. |
| AOU_WOA_clim |
0.01 |
. |
density_WOA_clim |
0.03 |
. |
wind_stress |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
AOU_WOA_clim |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| phosphate_WOA_clim |
0.01 |
. |
salinity_WOA_clim |
0.01 |
. |
salinity_WOA_clim |
. |
. |
| eastward_wind |
0.01 |
. |
sst |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
surface_downward_eastward_stress |
0.01 |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
Si |
. |
. |
| Si |
. |
. |
silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
O2 |
. |
. |
| PP |
. |
. |
PHYC |
. |
. |
PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1512 small
beta coefficients
| par_6 |
0.89 |
0.031 |
northward_wind |
0.74 |
-0.03 |
par_6 |
0.71 |
0.002 |
| par_9 |
0.88 |
0.075 |
par_6 |
0.73 |
0.021 |
par_3 |
0.66 |
. |
| par_3 |
0.87 |
0.025 |
par_12 |
0.62 |
-0.014 |
Fe |
0.65 |
0.002 |
| par |
0.68 |
. |
par_9 |
0.6 |
0.003 |
northward_wind |
0.54 |
-0.006 |
| Fe |
0.65 |
0.03 |
Fe |
0.51 |
. |
par |
0.51 |
0.002 |
| northward_wind |
0.61 |
-0.071 |
par_3 |
0.41 |
0.007 |
par_12 |
0.49 |
. |
| sss |
0.59 |
-0.022 |
par |
0.4 |
0.007 |
o2sat_WOA_clim |
0.46 |
. |
| par_12 |
0.49 |
0.003 |
vgos |
0.35 |
0.006 |
par_9 |
0.46 |
. |
| sla |
0.47 |
. |
o2sat_WOA_clim |
0.21 |
. |
ugos |
0.43 |
. |
| ugos |
0.39 |
-0.009 |
ugos |
0.16 |
. |
vgos |
0.27 |
. |
| vgos |
0.34 |
. |
sla |
0.08 |
. |
sla |
0.26 |
. |
| wind_speed |
0.33 |
. |
ugosa |
0.07 |
. |
sss |
0.22 |
. |
| o2sat_WOA_clim |
0.26 |
. |
wind_speed |
0.07 |
. |
wind_speed |
0.21 |
. |
| vgosa |
0.26 |
. |
surface_downward_northward_stress |
0.06 |
. |
vgosa |
0.18 |
. |
| sst_cruise |
0.2 |
. |
sss |
0.05 |
. |
surface_downward_northward_stress |
0.14 |
. |
| ugosa |
0.18 |
. |
vgosa |
0.04 |
. |
density_WOA_clim |
0.12 |
. |
| surface_downward_northward_stress |
0.15 |
. |
eastward_wind |
0.03 |
. |
PO4 |
0.08 |
. |
| sss_cruise |
0.12 |
. |
sss_cruise |
0.02 |
. |
wind_stress |
0.06 |
. |
| density_WOA_clim |
0.04 |
. |
sst_cruise |
0.02 |
. |
sss_cruise |
0.05 |
. |
| PO4 |
0.04 |
. |
wind_stress |
0.02 |
. |
ugosa |
0.05 |
. |
| sst |
0.04 |
. |
AOU_WOA_clim |
0.01 |
. |
sst_cruise |
0.04 |
. |
| wind_stress |
0.04 |
. |
density_WOA_clim |
0.01 |
. |
eastward_wind |
0.03 |
. |
| phosphate_WOA_clim |
0.03 |
. |
Si |
0.01 |
. |
phosphate_WOA_clim |
0.01 |
. |
| eastward_wind |
0.02 |
. |
O2 |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| salinity_WOA_clim |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| Si |
0.01 |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| O2 |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| nitrate_WOA_clim |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| silicate_WOA_clim |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| PHYC |
. |
. |
sst |
. |
. |
sst |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1512 pro1
beta coefficients
| par_3 |
1 |
0.103 |
par |
0.97 |
-0.058 |
par |
0.76 |
0.002 |
| par_6 |
1 |
0.107 |
par_3 |
0.9 |
-0.047 |
par_3 |
0.69 |
-0.003 |
| par_9 |
0.96 |
0.15 |
par_9 |
0.88 |
0.044 |
Fe |
0.69 |
0.005 |
| par |
0.93 |
0.051 |
par_12 |
0.8 |
-0.042 |
northward_wind |
0.69 |
-0.008 |
| par_12 |
0.9 |
-0.076 |
northward_wind |
0.8 |
-0.106 |
o2sat_WOA_clim |
0.65 |
0.017 |
| sss |
0.86 |
-1.023 |
Fe |
0.79 |
-0.058 |
par_6 |
0.6 |
. |
| Fe |
0.82 |
-0.15 |
par_6 |
0.74 |
0.004 |
par_12 |
0.56 |
. |
| o2sat_WOA_clim |
0.75 |
-0.072 |
o2sat_WOA_clim |
0.66 |
-0.152 |
par_9 |
0.55 |
0.002 |
| sla |
0.75 |
-0.337 |
ugos |
0.43 |
. |
ugos |
0.49 |
-0.002 |
| ugos |
0.7 |
0.027 |
vgos |
0.4 |
0.01 |
vgos |
0.42 |
. |
| wind_speed |
0.66 |
0.095 |
wind_speed |
0.33 |
. |
sla |
0.36 |
0.007 |
| northward_wind |
0.54 |
. |
sla |
0.29 |
. |
wind_speed |
0.3 |
0 |
| surface_downward_northward_stress |
0.47 |
0.195 |
ugosa |
0.21 |
0.044 |
density_WOA_clim |
0.28 |
0.013 |
| vgos |
0.46 |
0.015 |
sss |
0.2 |
. |
sss_cruise |
0.25 |
. |
| sst_cruise |
0.44 |
0.879 |
vgosa |
0.18 |
. |
surface_downward_northward_stress |
0.24 |
-0.002 |
| ugosa |
0.42 |
-0.03 |
sss_cruise |
0.12 |
. |
vgosa |
0.23 |
. |
| sss_cruise |
0.41 |
. |
O2 |
0.1 |
. |
sss |
0.18 |
. |
| vgosa |
0.38 |
. |
surface_downward_northward_stress |
0.1 |
. |
PO4 |
0.1 |
. |
| PO4 |
0.35 |
. |
wind_stress |
0.07 |
. |
wind_stress |
0.1 |
. |
| sst |
0.23 |
. |
density_WOA_clim |
0.06 |
. |
ugosa |
0.09 |
. |
| density_WOA_clim |
0.17 |
. |
AOU_WOA_clim |
0.05 |
. |
sst_cruise |
0.08 |
. |
| phosphate_WOA_clim |
0.12 |
. |
PO4 |
0.05 |
. |
eastward_wind |
0.04 |
. |
| wind_stress |
0.09 |
. |
sst_cruise |
0.03 |
. |
O2 |
0.03 |
. |
| eastward_wind |
0.09 |
. |
eastward_wind |
0.03 |
. |
surface_downward_eastward_stress |
0.03 |
. |
| O2 |
0.07 |
. |
salinity_WOA_clim |
0.02 |
. |
phosphate_WOA_clim |
0.02 |
. |
| salinity_WOA_clim |
0.03 |
. |
sst |
0.02 |
. |
sst |
0.01 |
. |
| Si |
0.01 |
. |
Si |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PHYC |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
PP |
. |
. |
KOK1515 rest1_1
beta coefficients
| par_3 |
0.899 |
-0.073 |
par |
0.586 |
-0.055 |
par_3 |
0.747 |
-0.068 |
| Fe |
0.828 |
0.115 |
par_6 |
0.535 |
0.099 |
Fe |
0.616 |
-0.063 |
| par_12 |
0.636 |
. |
par_12 |
0.414 |
0.024 |
par_6 |
0.535 |
-0.002 |
| par_9 |
0.586 |
. |
par_9 |
0.364 |
. |
par_12 |
0.414 |
. |
| par_6 |
0.535 |
-0.017 |
par_3 |
0.263 |
. |
par |
0.384 |
. |
| par |
0.475 |
-0.009 |
Fe |
0.263 |
. |
par_9 |
0.232 |
. |
| sla |
0.162 |
. |
sla |
0.131 |
. |
vgosa |
0.152 |
. |
| ugosa |
0.121 |
. |
ugosa |
0.101 |
. |
ugosa |
0.152 |
. |
| vgos |
0.111 |
-0.018 |
vgosa |
0.061 |
. |
vgos |
0.121 |
. |
| sss_cruise |
0.081 |
. |
density_WOA_clim |
0.01 |
. |
sla |
0.051 |
. |
| density_WOA_clim |
0.051 |
. |
sss_cruise |
0.01 |
. |
sss |
0.03 |
. |
| AOU_WOA_clim |
0.03 |
. |
vgos |
0.01 |
. |
density_WOA_clim |
0.02 |
. |
| o2sat_WOA_clim |
0.03 |
. |
sss |
0.01 |
. |
AOU_WOA_clim |
0.01 |
. |
| vgosa |
0.03 |
. |
Si |
. |
. |
o2sat_WOA_clim |
0.01 |
. |
| sss |
0.02 |
. |
NO3 |
. |
. |
sss_cruise |
0.01 |
. |
| ugos |
0.01 |
. |
CHL |
. |
. |
Si |
. |
. |
| Si |
. |
. |
PHYC |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
PO4 |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
O2 |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
AOU_WOA_clim |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
o2sat_WOA_clim |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
sst |
. |
. |
sst |
. |
. |
| sst |
. |
. |
PP |
. |
. |
PP |
. |
. |
| PP |
. |
. |
ugos |
. |
. |
ugos |
. |
. |
KOK1515 pico2_1
beta coefficients
| par_9 |
0.96 |
0.118 |
par |
0.899 |
-0.071 |
Fe |
0.929 |
-0.086 |
| par_12 |
0.929 |
0.129 |
par_12 |
0.879 |
-0.054 |
par |
0.919 |
0.072 |
| sla |
0.909 |
0.884 |
par_6 |
0.859 |
-0.097 |
par_9 |
0.818 |
0.057 |
| par_3 |
0.879 |
0.096 |
Fe |
0.859 |
-0.041 |
par_6 |
0.707 |
-0.032 |
| par |
0.859 |
0.12 |
par_3 |
0.818 |
-0.03 |
par_12 |
0.505 |
. |
| par_6 |
0.808 |
0.093 |
sla |
0.758 |
-0.221 |
par_3 |
0.485 |
-0.003 |
| Fe |
0.758 |
. |
par_9 |
0.747 |
0.04 |
ugosa |
0.152 |
. |
| vgos |
0.172 |
. |
vgosa |
0.667 |
-0.14 |
sla |
0.121 |
. |
| ugosa |
0.162 |
. |
ugosa |
0.212 |
. |
sss_cruise |
0.081 |
. |
| density_WOA_clim |
0.111 |
. |
sss_cruise |
0.131 |
. |
density_WOA_clim |
0.061 |
. |
| vgosa |
0.101 |
. |
density_WOA_clim |
0.091 |
. |
vgos |
0.061 |
. |
| sss_cruise |
0.061 |
. |
ugos |
0.04 |
. |
vgosa |
0.03 |
. |
| sss |
0.04 |
. |
sss |
0.04 |
. |
o2sat_WOA_clim |
0.02 |
. |
| phosphate_WOA_clim |
0.01 |
. |
AOU_WOA_clim |
0.02 |
. |
sss |
0.02 |
. |
| ugos |
0.01 |
. |
o2sat_WOA_clim |
0.02 |
. |
O2 |
0.01 |
. |
| Si |
. |
. |
vgos |
0.02 |
. |
AOU_WOA_clim |
0.01 |
. |
| NO3 |
. |
. |
Si |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| AOU_WOA_clim |
. |
. |
O2 |
. |
. |
oxygen_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
sst |
. |
. |
| sst |
. |
. |
sst |
. |
. |
PP |
. |
. |
| PP |
. |
. |
PP |
. |
. |
ugos |
. |
. |
KOK1515 pro2
beta coefficients
| par |
0.808 |
0.149 |
par |
0.828 |
-0.083 |
Fe |
0.889 |
0.03 |
| par_3 |
0.788 |
0.071 |
Fe |
0.515 |
-0.004 |
par_3 |
0.626 |
0.007 |
| par_6 |
0.778 |
0.101 |
par_6 |
0.505 |
. |
par_6 |
0.485 |
. |
| par_9 |
0.778 |
0.066 |
par_12 |
0.485 |
. |
sla |
0.485 |
0.026 |
| Fe |
0.758 |
-0.03 |
par_3 |
0.394 |
-0.012 |
par_12 |
0.455 |
. |
| par_12 |
0.556 |
-0.013 |
par_9 |
0.273 |
. |
par |
0.444 |
0.007 |
| sla |
0.414 |
-0.121 |
sla |
0.273 |
. |
par_9 |
0.424 |
0.017 |
| vgosa |
0.374 |
-0.046 |
vgosa |
0.172 |
. |
ugosa |
0.232 |
. |
| ugosa |
0.232 |
. |
ugosa |
0.081 |
. |
vgos |
0.141 |
. |
| vgos |
0.182 |
. |
density_WOA_clim |
0.04 |
. |
vgosa |
0.091 |
. |
| o2sat_WOA_clim |
0.141 |
. |
sss |
0.03 |
. |
o2sat_WOA_clim |
0.051 |
. |
| density_WOA_clim |
0.101 |
0.302 |
sss_cruise |
0.02 |
. |
sss_cruise |
0.051 |
. |
| sss |
0.101 |
0.057 |
vgos |
0.02 |
. |
density_WOA_clim |
0.04 |
. |
| phosphate_WOA_clim |
0.081 |
. |
Si |
. |
. |
ugos |
0.04 |
. |
| sss_cruise |
0.071 |
. |
NO3 |
. |
. |
sss |
0.04 |
. |
| O2 |
0.061 |
. |
CHL |
. |
. |
AOU_WOA_clim |
0.01 |
. |
| sst |
0.061 |
. |
PHYC |
. |
. |
phosphate_WOA_clim |
0.01 |
. |
| AOU_WOA_clim |
0.03 |
. |
PO4 |
. |
. |
Si |
. |
. |
| ugos |
0.03 |
. |
O2 |
. |
. |
NO3 |
. |
. |
| sst_cruise |
0.01 |
. |
AOU_WOA_clim |
. |
. |
CHL |
. |
. |
| Si |
. |
. |
o2sat_WOA_clim |
. |
. |
PHYC |
. |
. |
| NO3 |
. |
. |
oxygen_WOA_clim |
. |
. |
PO4 |
. |
. |
| CHL |
. |
. |
salinity_WOA_clim |
. |
. |
O2 |
. |
. |
| PHYC |
. |
. |
conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| PO4 |
. |
. |
nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sst |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
PP |
. |
. |
sst |
. |
. |
| PP |
. |
. |
ugos |
. |
. |
PP |
. |
. |
KOK1515 bg2
beta coefficients
| par |
0.576 |
0.045 |
par |
0.455 |
. |
Fe |
0.505 |
. |
| par_3 |
0.556 |
0.023 |
par_3 |
0.394 |
. |
par |
0.414 |
. |
| Fe |
0.465 |
. |
par_12 |
0.364 |
. |
par_9 |
0.384 |
. |
| par_12 |
0.364 |
. |
par_9 |
0.232 |
. |
par_3 |
0.343 |
. |
| par_9 |
0.293 |
. |
par_6 |
0.212 |
. |
par_6 |
0.323 |
. |
| par_6 |
0.263 |
. |
Fe |
0.212 |
. |
par_12 |
0.313 |
. |
| sla |
0.172 |
. |
sla |
0.111 |
. |
vgosa |
0.162 |
. |
| density_WOA_clim |
0.051 |
. |
vgosa |
0.061 |
. |
sla |
0.162 |
. |
| vgosa |
0.051 |
. |
density_WOA_clim |
0.04 |
. |
density_WOA_clim |
0.04 |
. |
| vgos |
0.051 |
. |
vgos |
0.01 |
. |
vgos |
0.03 |
. |
| sss_cruise |
0.02 |
. |
Si |
. |
. |
ugosa |
0.02 |
. |
| ugosa |
0.02 |
. |
NO3 |
. |
. |
Si |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
AOU_WOA_clim |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
sst |
. |
. |
sst_cruise |
. |
. |
| sst |
. |
. |
PP |
. |
. |
sst |
. |
. |
| PP |
. |
. |
ugosa |
. |
. |
PP |
. |
. |
| ugos |
. |
. |
ugos |
. |
. |
ugos |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1515 croco
beta coefficients
| par_3 |
0.939 |
0.23 |
par_3 |
0.939 |
-0.088 |
par_9 |
0.929 |
-0.128 |
| par_9 |
0.929 |
0.146 |
par_6 |
0.859 |
-0.15 |
par_6 |
0.889 |
-0.147 |
| par_12 |
0.919 |
0.151 |
par_12 |
0.818 |
-0.101 |
par_3 |
0.838 |
0.138 |
| par |
0.838 |
0.089 |
par_9 |
0.788 |
-0.011 |
Fe |
0.657 |
-0.103 |
| par_6 |
0.828 |
0.093 |
par |
0.778 |
-0.083 |
par |
0.606 |
. |
| sla |
0.798 |
0.394 |
sla |
0.747 |
-0.496 |
sla |
0.586 |
-0.25 |
| Fe |
0.384 |
. |
Fe |
0.606 |
-0.011 |
par_12 |
0.515 |
. |
| vgos |
0.202 |
. |
vgosa |
0.212 |
. |
vgosa |
0.394 |
-0.015 |
| density_WOA_clim |
0.111 |
. |
ugosa |
0.081 |
. |
sss_cruise |
0.121 |
. |
| sss_cruise |
0.091 |
. |
o2sat_WOA_clim |
0.03 |
. |
ugosa |
0.101 |
. |
| vgosa |
0.071 |
. |
density_WOA_clim |
0.02 |
. |
vgos |
0.051 |
. |
| sst_cruise |
0.02 |
. |
sss_cruise |
0.02 |
. |
density_WOA_clim |
0.04 |
. |
| ugosa |
0.01 |
. |
AOU_WOA_clim |
0.01 |
. |
o2sat_WOA_clim |
0.01 |
. |
| Si |
. |
. |
vgos |
0.01 |
. |
sst_cruise |
0.01 |
. |
| NO3 |
. |
. |
sss |
0.01 |
. |
sss |
0.01 |
. |
| CHL |
. |
. |
Si |
. |
. |
Si |
. |
. |
| PHYC |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| PO4 |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| AOU_WOA_clim |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| o2sat_WOA_clim |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| sst |
. |
. |
sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| PP |
. |
. |
sst |
. |
. |
sst |
. |
. |
| ugos |
. |
. |
PP |
. |
. |
PP |
. |
. |
| sss |
. |
. |
ugos |
. |
. |
ugos |
. |
. |
KOK1515 bg1
beta coefficients
| par |
0.576 |
-0.245 |
par |
0.485 |
-0.059 |
par_9 |
0.556 |
-0.004 |
| par_3 |
0.505 |
-0.18 |
par_3 |
0.465 |
-0.103 |
par_6 |
0.434 |
-0.075 |
| par_9 |
0.364 |
. |
par_12 |
0.374 |
. |
par_12 |
0.384 |
0.013 |
| par_6 |
0.323 |
. |
par_9 |
0.273 |
-0.01 |
par |
0.354 |
-0.013 |
| par_12 |
0.323 |
-0.012 |
par_6 |
0.182 |
. |
Fe |
0.333 |
-0.054 |
| Fe |
0.313 |
. |
Fe |
0.172 |
. |
par_3 |
0.253 |
-0.024 |
| sla |
0.111 |
. |
vgos |
0.071 |
. |
vgosa |
0.182 |
. |
| vgosa |
0.081 |
. |
sla |
0.071 |
. |
sla |
0.111 |
. |
| vgos |
0.081 |
. |
density_WOA_clim |
0.04 |
. |
vgos |
0.04 |
. |
| density_WOA_clim |
0.04 |
. |
vgosa |
0.04 |
. |
ugosa |
0.04 |
. |
| ugosa |
0.04 |
. |
ugosa |
0.03 |
. |
AOU_WOA_clim |
0.03 |
. |
| o2sat_WOA_clim |
0.02 |
. |
sss |
0.01 |
. |
o2sat_WOA_clim |
0.03 |
. |
| phosphate_WOA_clim |
0.02 |
. |
Si |
. |
. |
sss_cruise |
0.03 |
. |
| AOU_WOA_clim |
0.01 |
. |
NO3 |
. |
. |
Si |
0.01 |
. |
| sss_cruise |
0.01 |
. |
CHL |
. |
. |
O2 |
0.01 |
. |
| Si |
. |
. |
PHYC |
. |
. |
density_WOA_clim |
0.01 |
. |
| NO3 |
. |
. |
PO4 |
. |
. |
phosphate_WOA_clim |
0.01 |
. |
| CHL |
. |
. |
O2 |
. |
. |
sst_cruise |
0.01 |
. |
| PHYC |
. |
. |
AOU_WOA_clim |
. |
. |
sst |
0.01 |
. |
| PO4 |
. |
. |
o2sat_WOA_clim |
. |
. |
ugos |
0.01 |
. |
| O2 |
. |
. |
oxygen_WOA_clim |
. |
. |
sss |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
NO3 |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
CHL |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
PHYC |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
PO4 |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
sss_cruise |
. |
. |
salinity_WOA_clim |
. |
. |
| sst |
. |
. |
sst_cruise |
. |
. |
conductivity_WOA_clim |
. |
. |
| PP |
. |
. |
sst |
. |
. |
nitrate_WOA_clim |
. |
. |
| ugos |
. |
. |
PP |
. |
. |
silicate_WOA_clim |
. |
. |
| sss |
. |
. |
ugos |
. |
. |
PP |
. |
. |
KOK1515 pro1
beta coefficients
| par |
0.98 |
0.121 |
par |
1 |
-0.106 |
par_3 |
0.929 |
0.021 |
| par_6 |
0.98 |
0.121 |
par_12 |
0.838 |
-0.024 |
sla |
0.798 |
-0.734 |
| par_3 |
0.96 |
0.091 |
Fe |
0.828 |
. |
Fe |
0.788 |
-0.016 |
| par_9 |
0.939 |
0.059 |
sla |
0.788 |
-0.491 |
par_9 |
0.677 |
0.003 |
| par_12 |
0.869 |
-0.026 |
par_6 |
0.727 |
0.002 |
par_12 |
0.576 |
. |
| Fe |
0.788 |
. |
par_3 |
0.646 |
. |
par |
0.545 |
. |
| sla |
0.727 |
-0.164 |
par_9 |
0.616 |
. |
par_6 |
0.505 |
. |
| vgosa |
0.566 |
-0.136 |
vgosa |
0.475 |
-0.07 |
ugosa |
0.374 |
. |
| ugosa |
0.485 |
-0.086 |
ugosa |
0.343 |
. |
vgosa |
0.242 |
. |
| sss_cruise |
0.343 |
. |
density_WOA_clim |
0.131 |
. |
o2sat_WOA_clim |
0.131 |
. |
| density_WOA_clim |
0.313 |
0.532 |
o2sat_WOA_clim |
0.121 |
. |
phosphate_WOA_clim |
0.081 |
. |
| sss |
0.293 |
. |
sss_cruise |
0.111 |
. |
sss_cruise |
0.081 |
. |
| o2sat_WOA_clim |
0.283 |
. |
sss |
0.101 |
. |
sss |
0.071 |
. |
| phosphate_WOA_clim |
0.273 |
. |
phosphate_WOA_clim |
0.071 |
. |
vgos |
0.061 |
. |
| vgos |
0.253 |
. |
AOU_WOA_clim |
0.04 |
. |
density_WOA_clim |
0.051 |
. |
| ugos |
0.232 |
. |
sst |
0.03 |
. |
O2 |
0.02 |
. |
| O2 |
0.172 |
. |
O2 |
0.02 |
. |
AOU_WOA_clim |
0.01 |
. |
| sst |
0.141 |
. |
sst_cruise |
0.01 |
. |
sst |
0.01 |
. |
| sst_cruise |
0.061 |
. |
ugos |
0.01 |
. |
Si |
. |
. |
| AOU_WOA_clim |
0.051 |
. |
Si |
. |
. |
NO3 |
. |
. |
| Si |
0.03 |
. |
NO3 |
. |
. |
CHL |
. |
. |
| conductivity_WOA_clim |
0.03 |
. |
CHL |
. |
. |
PHYC |
. |
. |
| silicate_WOA_clim |
0.03 |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| PP |
0.03 |
. |
PO4 |
. |
. |
oxygen_WOA_clim |
. |
. |
| PO4 |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
0.01 |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| NO3 |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| CHL |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| PHYC |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| salinity_WOA_clim |
. |
. |
PP |
. |
. |
PP |
. |
. |
| nitrate_WOA_clim |
. |
. |
vgos |
. |
. |
ugos |
. |
. |
KOK1515 rest2_
beta coefficients
| Fe |
0.697 |
-0.208 |
par |
0.758 |
-0.026 |
Fe |
0.646 |
-0.059 |
| par |
0.535 |
. |
par_12 |
0.515 |
0.018 |
par |
0.343 |
0.001 |
| par_12 |
0.374 |
-0.02 |
par_3 |
0.343 |
0 |
par_6 |
0.343 |
. |
| sla |
0.374 |
-0.26 |
Fe |
0.242 |
-0.014 |
par_9 |
0.333 |
. |
| par_3 |
0.364 |
0.031 |
par_6 |
0.202 |
. |
sla |
0.313 |
-0.091 |
| par_9 |
0.293 |
. |
par_9 |
0.182 |
. |
par_12 |
0.283 |
. |
| par_6 |
0.253 |
0.027 |
sla |
0.091 |
. |
par_3 |
0.222 |
0.002 |
| density_WOA_clim |
0.091 |
. |
ugosa |
0.061 |
. |
vgosa |
0.071 |
. |
| vgos |
0.091 |
. |
density_WOA_clim |
0.04 |
. |
ugosa |
0.071 |
. |
| ugosa |
0.061 |
. |
vgosa |
0.04 |
. |
density_WOA_clim |
0.061 |
. |
| vgosa |
0.04 |
. |
vgos |
0.01 |
. |
vgos |
0.03 |
. |
| o2sat_WOA_clim |
0.03 |
. |
Si |
. |
. |
sss_cruise |
0.02 |
. |
| sss_cruise |
0.03 |
. |
NO3 |
. |
. |
Si |
. |
. |
| AOU_WOA_clim |
0.02 |
. |
CHL |
. |
. |
NO3 |
. |
. |
| phosphate_WOA_clim |
0.01 |
. |
PHYC |
. |
. |
CHL |
. |
. |
| sss |
0.01 |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| Si |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| NO3 |
. |
. |
AOU_WOA_clim |
. |
. |
O2 |
. |
. |
| CHL |
. |
. |
o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| PHYC |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| PO4 |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| O2 |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
sst |
. |
. |
sst |
. |
. |
| sst |
. |
. |
PP |
. |
. |
PP |
. |
. |
| PP |
. |
. |
ugos |
. |
. |
ugos |
. |
. |
| ugos |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1515 small
beta coefficients
| par |
0.677 |
0.076 |
par |
0.535 |
0.113 |
Fe |
0.657 |
-0.006 |
| par_6 |
0.596 |
. |
par_3 |
0.515 |
. |
par_3 |
0.485 |
0.008 |
| par_3 |
0.586 |
. |
par_6 |
0.404 |
0 |
par |
0.475 |
-0.016 |
| par_9 |
0.505 |
0.023 |
Fe |
0.394 |
. |
par_9 |
0.384 |
-0.018 |
| Fe |
0.505 |
. |
par_12 |
0.354 |
. |
par_6 |
0.374 |
. |
| par_12 |
0.444 |
. |
par_9 |
0.212 |
. |
par_12 |
0.364 |
. |
| sla |
0.232 |
0.04 |
sla |
0.121 |
. |
sla |
0.293 |
. |
| vgos |
0.192 |
. |
ugosa |
0.071 |
. |
ugosa |
0.152 |
. |
| ugosa |
0.071 |
0.035 |
density_WOA_clim |
0.04 |
. |
vgosa |
0.111 |
. |
| o2sat_WOA_clim |
0.061 |
. |
vgosa |
0.04 |
. |
vgos |
0.081 |
. |
| density_WOA_clim |
0.051 |
. |
vgos |
0.02 |
. |
density_WOA_clim |
0.051 |
. |
| vgosa |
0.04 |
. |
o2sat_WOA_clim |
0.01 |
. |
sss_cruise |
0.02 |
. |
| ugos |
0.02 |
. |
Si |
. |
. |
sss |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
NO3 |
. |
. |
o2sat_WOA_clim |
0.01 |
. |
| phosphate_WOA_clim |
0.01 |
. |
CHL |
. |
. |
sst |
0.01 |
. |
| sss |
0.01 |
. |
PHYC |
. |
. |
Si |
. |
. |
| Si |
. |
. |
PO4 |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
O2 |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
AOU_WOA_clim |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
oxygen_WOA_clim |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
salinity_WOA_clim |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
conductivity_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
sst |
. |
. |
silicate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
PP |
. |
. |
sst_cruise |
. |
. |
| sst |
. |
. |
ugos |
. |
. |
PP |
. |
. |
| PP |
. |
. |
sss |
. |
. |
ugos |
. |
. |
KOK1515 pico1_
beta coefficients
| par_6 |
0.677 |
0.073 |
par |
0.475 |
-0.013 |
par_3 |
0.485 |
. |
| Fe |
0.525 |
-0.187 |
par_3 |
0.404 |
-0.071 |
par_6 |
0.475 |
0.004 |
| par_3 |
0.485 |
. |
par_12 |
0.273 |
. |
par_9 |
0.384 |
. |
| par_9 |
0.455 |
. |
par_6 |
0.242 |
. |
par |
0.323 |
. |
| par |
0.404 |
. |
par_9 |
0.242 |
-0.028 |
par_12 |
0.303 |
. |
| par_12 |
0.283 |
. |
Fe |
0.182 |
. |
Fe |
0.263 |
. |
| sla |
0.141 |
. |
sla |
0.061 |
. |
vgosa |
0.121 |
. |
| vgosa |
0.081 |
. |
vgosa |
0.051 |
. |
sla |
0.071 |
. |
| vgos |
0.04 |
. |
vgos |
0.03 |
. |
ugosa |
0.04 |
. |
| ugosa |
0.02 |
. |
ugosa |
0.03 |
. |
vgos |
0.03 |
. |
| density_WOA_clim |
0.01 |
. |
density_WOA_clim |
0.01 |
. |
density_WOA_clim |
0.01 |
. |
| sss_cruise |
0.01 |
. |
sss |
0.01 |
. |
sss_cruise |
0.01 |
. |
| Si |
. |
. |
Si |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
sss_cruise |
. |
. |
sst_cruise |
. |
. |
| sst |
. |
. |
sst_cruise |
. |
. |
sst |
. |
. |
| PP |
. |
. |
sst |
. |
. |
PP |
. |
. |
| ugos |
. |
. |
PP |
. |
. |
ugos |
. |
. |
| sss |
. |
. |
ugos |
. |
. |
sss |
. |
. |
KM1518 pico2_1
beta coefficients
| par_3 |
0.57 |
0.043 |
wind_stress |
0.57 |
0.041 |
par |
0.62 |
0.08 |
| surface_downward_northward_stress |
0.57 |
0.058 |
vgos |
0.56 |
0.083 |
par_6 |
0.53 |
-0.041 |
| ugosa |
0.5 |
-0.082 |
ugosa |
0.52 |
0.114 |
surface_downward_northward_stress |
0.36 |
. |
| par_6 |
0.41 |
. |
par |
0.39 |
. |
ugosa |
0.34 |
. |
| par_9 |
0.35 |
0.021 |
par_3 |
0.35 |
. |
par_9 |
0.18 |
. |
| vgos |
0.23 |
-0.002 |
par_9 |
0.34 |
. |
par_12 |
0.14 |
. |
| par_12 |
0.19 |
. |
par_12 |
0.24 |
. |
wind_stress |
0.14 |
. |
| par |
0.13 |
. |
par_6 |
0.21 |
. |
Fe |
0.1 |
. |
| vgosa |
0.1 |
. |
northward_wind |
0.19 |
. |
par_3 |
0.09 |
. |
| wind_stress |
0.09 |
. |
vgosa |
0.16 |
. |
sla |
0.05 |
. |
| sla |
0.07 |
. |
sla |
0.09 |
. |
ugos |
0.05 |
. |
| Fe |
0.04 |
. |
surface_downward_northward_stress |
0.06 |
. |
vgos |
0.03 |
. |
| ugos |
0.04 |
. |
Fe |
0.04 |
. |
density_WOA_clim |
0.02 |
. |
| o2sat_WOA_clim |
0.03 |
. |
o2sat_WOA_clim |
0.02 |
. |
o2sat_WOA_clim |
0.01 |
. |
| density_WOA_clim |
0.02 |
. |
phosphate_WOA_clim |
0.02 |
. |
phosphate_WOA_clim |
0.01 |
. |
| wind_speed |
0.01 |
. |
ugos |
0.02 |
. |
vgosa |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
density_WOA_clim |
0.01 |
. |
wind_speed |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
sst |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
sss_cruise |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
sst_cruise |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PP |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| northward_wind |
. |
. |
wind_speed |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1518 rest1_1
beta coefficients
| surface_downward_northward_stress |
0.51 |
0.099 |
par |
0.19 |
. |
par_3 |
0.12 |
. |
| par |
0.17 |
. |
par_3 |
0.16 |
. |
par_12 |
0.11 |
. |
| par_12 |
0.17 |
. |
par_9 |
0.1 |
. |
vgos |
0.11 |
. |
| par_9 |
0.12 |
. |
par_12 |
0.1 |
. |
par_6 |
0.1 |
. |
| par_6 |
0.1 |
. |
ugosa |
0.08 |
. |
surface_downward_northward_stress |
0.09 |
. |
| wind_stress |
0.1 |
. |
wind_stress |
0.07 |
. |
par_9 |
0.08 |
. |
| par_3 |
0.09 |
. |
surface_downward_northward_stress |
0.06 |
. |
ugos |
0.05 |
. |
| vgos |
0.09 |
. |
par_6 |
0.05 |
. |
vgosa |
0.04 |
. |
| Fe |
0.03 |
. |
vgos |
0.05 |
. |
par |
0.03 |
. |
| vgosa |
0.03 |
. |
ugos |
0.03 |
. |
Fe |
0.03 |
. |
| ugos |
0.03 |
. |
o2sat_WOA_clim |
0.02 |
. |
wind_stress |
0.03 |
. |
| o2sat_WOA_clim |
0.01 |
. |
AOU_WOA_clim |
0.01 |
. |
o2sat_WOA_clim |
0.01 |
. |
| sla |
0.01 |
. |
density_WOA_clim |
0.01 |
. |
wind_speed |
0.01 |
. |
| ugosa |
0.01 |
. |
Fe |
0.01 |
. |
northward_wind |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
Si |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
NO3 |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
vgosa |
. |
. |
sst |
. |
. |
| PP |
. |
. |
sla |
. |
. |
PP |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
sla |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
ugosa |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
eastward_wind |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1518 syn
beta coefficients
| par_6 |
0.31 |
0.043 |
surface_downward_northward_stress |
0.16 |
. |
par_3 |
0.13 |
. |
| par_3 |
0.28 |
0.031 |
par_6 |
0.12 |
. |
vgos |
0.12 |
. |
| surface_downward_northward_stress |
0.21 |
. |
par_12 |
0.1 |
. |
par_6 |
0.09 |
. |
| par_9 |
0.16 |
. |
par |
0.09 |
. |
par_12 |
0.09 |
. |
| wind_stress |
0.14 |
. |
par_3 |
0.08 |
. |
surface_downward_northward_stress |
0.08 |
. |
| vgos |
0.07 |
. |
vgos |
0.08 |
. |
par_9 |
0.06 |
. |
| par_12 |
0.06 |
. |
wind_stress |
0.07 |
. |
par |
0.05 |
. |
| par |
0.04 |
. |
ugosa |
0.05 |
. |
Fe |
0.04 |
. |
| Fe |
0.02 |
. |
Fe |
0.04 |
. |
wind_stress |
0.04 |
. |
| vgosa |
0.02 |
. |
par_9 |
0.03 |
. |
vgosa |
0.02 |
. |
| ugos |
0.02 |
. |
density_WOA_clim |
0.01 |
. |
ugos |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
sss_cruise |
0.01 |
. |
density_WOA_clim |
0.01 |
. |
| density_WOA_clim |
0.01 |
. |
vgosa |
0.01 |
. |
sla |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
sla |
0.01 |
. |
ugosa |
0.01 |
. |
| sla |
0.01 |
. |
ugos |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| ugosa |
0.01 |
. |
wind_speed |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
northward_wind |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
sst_cruise |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| PP |
. |
. |
O2 |
. |
. |
PP |
. |
. |
| eastward_wind |
. |
. |
sst |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
eastward_wind |
. |
. |
wind_speed |
. |
. |
| northward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1518 bead
beta coefficients
| surface_downward_northward_stress |
0.43 |
0.098 |
vgos |
0.36 |
-0.406 |
par_6 |
0.26 |
-0.02 |
| vgos |
0.32 |
0.048 |
par_3 |
0.22 |
. |
surface_downward_northward_stress |
0.22 |
. |
| wind_stress |
0.28 |
. |
par_6 |
0.17 |
. |
par_9 |
0.21 |
. |
| par_3 |
0.23 |
. |
par_9 |
0.14 |
. |
par_3 |
0.19 |
. |
| par |
0.14 |
. |
wind_stress |
0.11 |
. |
vgos |
0.18 |
. |
| par_9 |
0.12 |
. |
ugos |
0.09 |
. |
wind_stress |
0.09 |
. |
| Fe |
0.08 |
. |
surface_downward_northward_stress |
0.07 |
. |
par_12 |
0.08 |
. |
| par_6 |
0.07 |
. |
par |
0.06 |
. |
par |
0.06 |
. |
| par_12 |
0.04 |
. |
par_12 |
0.06 |
. |
ugos |
0.05 |
. |
| ugosa |
0.03 |
. |
Fe |
0.06 |
. |
Fe |
0.03 |
. |
| ugos |
0.03 |
. |
ugosa |
0.06 |
. |
ugosa |
0.03 |
. |
| density_WOA_clim |
0.02 |
. |
vgosa |
0.04 |
. |
o2sat_WOA_clim |
0.01 |
. |
| wind_speed |
0.02 |
. |
northward_wind |
0.03 |
. |
sst_cruise |
0.01 |
. |
| vgosa |
0.01 |
. |
sst_cruise |
0.02 |
. |
vgosa |
0.01 |
. |
| northward_wind |
0.01 |
. |
density_WOA_clim |
0.01 |
. |
surface_downward_eastward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
sst |
0.01 |
. |
density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
sss_cruise |
. |
. |
Si |
. |
. |
| Si |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| sst |
. |
. |
PP |
. |
. |
PP |
. |
. |
| PP |
. |
. |
sla |
. |
. |
sla |
. |
. |
| sla |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1518 bg2
beta coefficients
| par_3 |
0.35 |
. |
par |
0.31 |
. |
surface_downward_northward_stress |
0.35 |
. |
| par_6 |
0.35 |
. |
par_6 |
0.18 |
. |
par |
0.25 |
. |
| surface_downward_northward_stress |
0.35 |
. |
surface_downward_northward_stress |
0.13 |
. |
par_3 |
0.21 |
0.003 |
| par |
0.2 |
. |
par_12 |
0.12 |
. |
par_12 |
0.2 |
. |
| par_9 |
0.18 |
. |
wind_stress |
0.11 |
. |
par_6 |
0.18 |
. |
| wind_stress |
0.13 |
. |
par_9 |
0.09 |
. |
wind_stress |
0.13 |
. |
| Fe |
0.08 |
. |
par_3 |
0.08 |
. |
par_9 |
0.09 |
. |
| vgos |
0.07 |
. |
ugosa |
0.07 |
. |
Fe |
0.06 |
. |
| par_12 |
0.06 |
. |
Fe |
0.05 |
. |
ugos |
0.06 |
. |
| ugos |
0.05 |
. |
northward_wind |
0.05 |
. |
vgos |
0.03 |
. |
| ugosa |
0.04 |
. |
density_WOA_clim |
0.03 |
. |
ugosa |
0.03 |
. |
| density_WOA_clim |
0.02 |
. |
sss_cruise |
0.02 |
. |
sst_cruise |
0.02 |
. |
| o2sat_WOA_clim |
0.02 |
. |
vgosa |
0.02 |
. |
northward_wind |
0.02 |
. |
| phosphate_WOA_clim |
0.02 |
. |
vgos |
0.02 |
. |
o2sat_WOA_clim |
0.01 |
. |
| vgosa |
0.02 |
. |
o2sat_WOA_clim |
0.01 |
. |
phosphate_WOA_clim |
0.01 |
. |
| sss |
0.02 |
. |
sst_cruise |
0.01 |
. |
vgosa |
0.01 |
. |
| sss_cruise |
0.01 |
. |
sla |
0.01 |
. |
sss |
0.01 |
. |
| sst_cruise |
0.01 |
. |
ugos |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| sla |
0.01 |
. |
wind_speed |
0.01 |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| Si |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| PP |
. |
. |
sst |
. |
. |
PP |
. |
. |
| eastward_wind |
. |
. |
PP |
. |
. |
sla |
. |
. |
| surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| northward_wind |
. |
. |
sss |
. |
. |
wind_speed |
. |
. |
KM1518 small
beta coefficients
| par_3 |
0.5 |
0.044 |
par_6 |
0.31 |
. |
surface_downward_northward_stress |
0.57 |
0.01 |
| par_6 |
0.5 |
0.073 |
par |
0.3 |
0.015 |
wind_stress |
0.4 |
-0.014 |
| par |
0.38 |
0.049 |
par_3 |
0.29 |
0.006 |
par_3 |
0.39 |
-0.005 |
| par_9 |
0.32 |
0.016 |
par_9 |
0.21 |
. |
par_6 |
0.37 |
-0.003 |
| surface_downward_northward_stress |
0.29 |
. |
surface_downward_northward_stress |
0.18 |
. |
par |
0.31 |
0.003 |
| par_12 |
0.18 |
. |
par_12 |
0.15 |
. |
ugosa |
0.24 |
-0.008 |
| wind_stress |
0.16 |
. |
vgos |
0.15 |
-0.013 |
par_12 |
0.14 |
. |
| vgos |
0.15 |
-0.014 |
wind_stress |
0.14 |
. |
vgos |
0.13 |
. |
| o2sat_WOA_clim |
0.1 |
. |
ugosa |
0.09 |
. |
Fe |
0.11 |
. |
| Fe |
0.09 |
. |
Fe |
0.08 |
. |
par_9 |
0.1 |
. |
| ugos |
0.09 |
. |
vgosa |
0.07 |
. |
ugos |
0.1 |
. |
| ugosa |
0.08 |
. |
ugos |
0.05 |
. |
sst_cruise |
0.04 |
. |
| density_WOA_clim |
0.04 |
. |
sla |
0.04 |
. |
o2sat_WOA_clim |
0.03 |
. |
| phosphate_WOA_clim |
0.03 |
. |
northward_wind |
0.04 |
. |
vgosa |
0.03 |
. |
| sst_cruise |
0.03 |
. |
o2sat_WOA_clim |
0.03 |
. |
sla |
0.02 |
. |
| northward_wind |
0.03 |
. |
phosphate_WOA_clim |
0.02 |
. |
sss |
0.02 |
. |
| sss_cruise |
0.02 |
. |
sss_cruise |
0.01 |
. |
phosphate_WOA_clim |
0.01 |
. |
| vgosa |
0.02 |
. |
sst_cruise |
0.01 |
. |
O2 |
0.01 |
. |
| sla |
0.02 |
. |
O2 |
0.01 |
. |
surface_downward_eastward_stress |
0.01 |
. |
| O2 |
0.01 |
. |
sst |
0.01 |
. |
wind_speed |
0.01 |
. |
| sss |
0.01 |
. |
surface_downward_eastward_stress |
0.01 |
. |
northward_wind |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| Si |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
sss_cruise |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| sst |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PO4 |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
sst |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
PP |
. |
. |
| wind_speed |
. |
. |
sss |
. |
. |
eastward_wind |
. |
. |
KM1518 pico1_
beta coefficients
| surface_downward_northward_stress |
0.29 |
. |
wind_stress |
0.13 |
. |
par |
0.34 |
0.006 |
| vgos |
0.2 |
. |
vgos |
0.1 |
. |
ugosa |
0.19 |
. |
| wind_stress |
0.14 |
. |
par |
0.09 |
. |
wind_stress |
0.17 |
. |
| par_9 |
0.11 |
. |
par_3 |
0.09 |
. |
par_6 |
0.08 |
. |
| par_3 |
0.08 |
. |
par_6 |
0.08 |
. |
par_9 |
0.06 |
. |
| ugosa |
0.06 |
. |
surface_downward_northward_stress |
0.08 |
. |
par_12 |
0.06 |
. |
| par_6 |
0.05 |
. |
ugosa |
0.07 |
. |
surface_downward_northward_stress |
0.06 |
. |
| par_12 |
0.04 |
. |
par_9 |
0.06 |
. |
par_3 |
0.04 |
. |
| par |
0.03 |
. |
par_12 |
0.04 |
. |
ugos |
0.04 |
. |
| ugos |
0.03 |
. |
density_WOA_clim |
0.02 |
. |
vgosa |
0.03 |
. |
| Fe |
0.02 |
. |
Fe |
0.02 |
. |
o2sat_WOA_clim |
0.02 |
. |
| vgosa |
0.02 |
. |
vgosa |
0.02 |
. |
AOU_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
sla |
0.01 |
. |
Fe |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
surface_downward_eastward_stress |
0.01 |
. |
vgos |
0.01 |
. |
| density_WOA_clim |
. |
. |
northward_wind |
0.01 |
. |
sla |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
northward_wind |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| Si |
. |
. |
sss_cruise |
. |
. |
sss_cruise |
. |
. |
| NO3 |
. |
. |
sst_cruise |
. |
. |
sst_cruise |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
Si |
. |
. |
| PHYC |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| PO4 |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| sst |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PP |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| sla |
. |
. |
sst |
. |
. |
sst |
. |
. |
| eastward_wind |
. |
. |
PP |
. |
. |
PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
ugos |
. |
. |
eastward_wind |
. |
. |
| wind_speed |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| northward_wind |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1518 bg1
beta coefficients
| surface_downward_northward_stress |
0.28 |
. |
surface_downward_northward_stress |
0.13 |
. |
surface_downward_northward_stress |
0.1 |
. |
| wind_stress |
0.15 |
. |
par_6 |
0.12 |
. |
par_6 |
0.08 |
. |
| par |
0.09 |
. |
par |
0.09 |
. |
par |
0.06 |
. |
| par_3 |
0.07 |
. |
wind_stress |
0.08 |
. |
par_3 |
0.06 |
. |
| par_6 |
0.06 |
. |
par_9 |
0.06 |
. |
par_12 |
0.06 |
. |
| par_9 |
0.06 |
. |
par_12 |
0.06 |
. |
wind_stress |
0.05 |
. |
| par_12 |
0.05 |
. |
par_3 |
0.05 |
. |
vgos |
0.04 |
. |
| vgos |
0.05 |
. |
vgos |
0.05 |
. |
par_9 |
0.03 |
. |
| Fe |
0.03 |
. |
Fe |
0.03 |
. |
Fe |
0.03 |
. |
| o2sat_WOA_clim |
0.02 |
. |
ugos |
0.02 |
. |
ugos |
0.02 |
. |
| ugosa |
0.02 |
. |
o2sat_WOA_clim |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
0.01 |
. |
sla |
0.01 |
. |
density_WOA_clim |
. |
. |
| phosphate_WOA_clim |
0.01 |
. |
ugosa |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| vgosa |
0.01 |
. |
northward_wind |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| ugos |
0.01 |
. |
AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| sst_cruise |
. |
. |
sss_cruise |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
sst_cruise |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
PP |
. |
. |
| sst |
. |
. |
O2 |
. |
. |
vgosa |
. |
. |
| PP |
. |
. |
sst |
. |
. |
sla |
. |
. |
| sla |
. |
. |
PP |
. |
. |
ugosa |
. |
. |
| eastward_wind |
. |
. |
vgosa |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
| northward_wind |
. |
. |
wind_speed |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1518 rest2_
beta coefficients
| surface_downward_northward_stress |
0.33 |
-0.059 |
par_12 |
0.24 |
. |
surface_downward_northward_stress |
0.34 |
0.003 |
| par_3 |
0.25 |
. |
par_3 |
0.15 |
. |
par |
0.31 |
. |
| par_6 |
0.19 |
. |
par |
0.14 |
. |
wind_stress |
0.26 |
. |
| par |
0.18 |
. |
par_6 |
0.12 |
. |
par_3 |
0.17 |
. |
| wind_stress |
0.16 |
. |
surface_downward_northward_stress |
0.12 |
. |
par_6 |
0.13 |
. |
| par_12 |
0.1 |
. |
par_9 |
0.06 |
. |
par_12 |
0.11 |
. |
| par_9 |
0.06 |
. |
wind_stress |
0.04 |
. |
par_9 |
0.1 |
. |
| Fe |
0.04 |
. |
Fe |
0.03 |
. |
ugosa |
0.1 |
. |
| vgosa |
0.03 |
. |
ugosa |
0.02 |
. |
vgos |
0.07 |
. |
| vgos |
0.03 |
. |
density_WOA_clim |
0.01 |
. |
Fe |
0.06 |
. |
| density_WOA_clim |
0.01 |
. |
o2sat_WOA_clim |
0.01 |
. |
ugos |
0.04 |
. |
| o2sat_WOA_clim |
0.01 |
. |
phosphate_WOA_clim |
0.01 |
. |
o2sat_WOA_clim |
0.02 |
. |
| sst_cruise |
0.01 |
. |
sst |
0.01 |
. |
sst_cruise |
0.01 |
. |
| ugosa |
0.01 |
. |
vgos |
0.01 |
. |
vgosa |
0.01 |
. |
| ugos |
0.01 |
. |
ugos |
0.01 |
. |
sla |
0.01 |
. |
| sss |
0.01 |
. |
AOU_WOA_clim |
. |
. |
surface_downward_eastward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
sss |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
conductivity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
Si |
. |
. |
phosphate_WOA_clim |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
sss_cruise |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
Si |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
NO3 |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
CHL |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
PHYC |
. |
. |
| sst |
. |
. |
vgosa |
. |
. |
PO4 |
. |
. |
| PP |
. |
. |
sla |
. |
. |
O2 |
. |
. |
| sla |
. |
. |
eastward_wind |
. |
. |
sst |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
eastward_wind |
. |
. |
| wind_speed |
. |
. |
northward_wind |
. |
. |
wind_speed |
. |
. |
| northward_wind |
. |
. |
sss |
. |
. |
northward_wind |
. |
. |
KM1518 pro1
beta coefficients
| par |
1 |
0.132 |
par_6 |
0.98 |
0.091 |
surface_downward_northward_stress |
1 |
0.019 |
| par_3 |
1 |
0.108 |
par |
0.92 |
-0.076 |
par_3 |
0.71 |
-0.006 |
| par_6 |
1 |
0.246 |
par_12 |
0.71 |
-0.055 |
wind_stress |
0.64 |
-0.006 |
| par_9 |
0.96 |
0.041 |
surface_downward_northward_stress |
0.47 |
. |
par |
0.44 |
. |
| surface_downward_northward_stress |
0.89 |
0.089 |
ugosa |
0.4 |
0.005 |
vgos |
0.43 |
-0.008 |
| Fe |
0.66 |
0.095 |
northward_wind |
0.39 |
0.108 |
par_6 |
0.4 |
. |
| wind_stress |
0.62 |
-0.044 |
par_3 |
0.37 |
-0.023 |
Fe |
0.39 |
0.004 |
| par_12 |
0.43 |
0.006 |
Fe |
0.35 |
0.077 |
par_12 |
0.38 |
-0.001 |
| phosphate_WOA_clim |
0.36 |
0.093 |
par_9 |
0.32 |
. |
par_9 |
0.3 |
. |
| o2sat_WOA_clim |
0.33 |
-0.064 |
wind_stress |
0.26 |
. |
ugosa |
0.3 |
. |
| ugosa |
0.31 |
0.027 |
vgosa |
0.22 |
. |
ugos |
0.18 |
. |
| vgos |
0.28 |
. |
vgos |
0.22 |
. |
o2sat_WOA_clim |
0.1 |
. |
| ugos |
0.2 |
. |
sla |
0.13 |
. |
sst_cruise |
0.09 |
. |
| northward_wind |
0.17 |
. |
o2sat_WOA_clim |
0.11 |
. |
sla |
0.09 |
. |
| vgosa |
0.12 |
. |
sst_cruise |
0.07 |
. |
vgosa |
0.08 |
. |
| sst_cruise |
0.11 |
. |
ugos |
0.06 |
. |
wind_speed |
0.04 |
. |
| sla |
0.08 |
. |
phosphate_WOA_clim |
0.05 |
. |
sss |
0.04 |
. |
| density_WOA_clim |
0.07 |
. |
density_WOA_clim |
0.03 |
. |
sss_cruise |
0.03 |
. |
| sss |
0.07 |
. |
sss_cruise |
0.03 |
. |
surface_downward_eastward_stress |
0.03 |
. |
| sst |
0.05 |
. |
O2 |
0.03 |
. |
northward_wind |
0.03 |
. |
| wind_speed |
0.05 |
. |
wind_speed |
0.03 |
. |
density_WOA_clim |
0.01 |
. |
| sss_cruise |
0.04 |
. |
sss |
0.02 |
. |
phosphate_WOA_clim |
0.01 |
. |
| O2 |
0.02 |
. |
salinity_WOA_clim |
0.01 |
. |
O2 |
0.01 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
AOU_WOA_clim |
. |
. |
sst |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
Si |
. |
. |
nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
silicate_WOA_clim |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
sst |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
PP |
. |
. |
PO4 |
. |
. |
| PP |
. |
. |
eastward_wind |
. |
. |
PP |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
KM1601 rest1_1
beta coefficients
| par_3 |
0.57 |
0.018 |
par_12 |
0.32 |
. |
par |
0.3 |
. |
| wind_speed |
0.42 |
-0.006 |
par |
0.31 |
. |
par_3 |
0.21 |
. |
| par_12 |
0.4 |
-0.011 |
par_9 |
0.27 |
. |
par_12 |
0.16 |
. |
| northward_wind |
0.4 |
-0.002 |
par_6 |
0.04 |
. |
par_6 |
0.1 |
. |
| ugosa |
0.23 |
. |
Fe |
0.03 |
. |
par_9 |
0.06 |
. |
| eastward_wind |
0.22 |
. |
northward_wind |
0.03 |
. |
wind_speed |
0.04 |
. |
| par_6 |
0.2 |
. |
par_3 |
0.02 |
. |
ugosa |
0.03 |
. |
| Fe |
0.19 |
. |
vgosa |
0.02 |
. |
northward_wind |
0.03 |
. |
| par |
0.18 |
. |
eastward_wind |
0.02 |
. |
Fe |
0.01 |
. |
| par_9 |
0.09 |
. |
wind_speed |
0.02 |
. |
eastward_wind |
0.01 |
. |
| vgos |
0.03 |
. |
vgos |
0.01 |
. |
sss |
0.01 |
. |
| sss |
0.02 |
. |
ugos |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| ugos |
0.01 |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
sst_cruise |
. |
. |
| sss_cruise |
. |
. |
sst_cruise |
. |
. |
Si |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
PP |
. |
. |
| sst |
. |
. |
PP |
. |
. |
vgosa |
. |
. |
| PP |
. |
. |
sla |
. |
. |
vgos |
. |
. |
| vgosa |
. |
. |
ugosa |
. |
. |
sla |
. |
. |
| sla |
. |
. |
wind_stress |
. |
. |
ugos |
. |
. |
| wind_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
sss |
. |
. |
surface_downward_northward_stress |
. |
. |
KM1601 pico2_1
beta coefficients
| par_3 |
0.98 |
0.239 |
par_12 |
0.97 |
-0.039 |
par |
0.96 |
0.054 |
| par_9 |
0.97 |
0.14 |
wind_speed |
0.74 |
-0.009 |
par_3 |
0.96 |
0.092 |
| par_12 |
0.96 |
0.12 |
par_9 |
0.66 |
0.013 |
par_9 |
0.87 |
0.043 |
| par_6 |
0.9 |
0.053 |
par_6 |
0.59 |
0.004 |
par_12 |
0.64 |
0.006 |
| northward_wind |
0.83 |
-0.118 |
par_3 |
0.56 |
. |
par_6 |
0.59 |
0.004 |
| Fe |
0.64 |
0.113 |
vgos |
0.51 |
-0.029 |
wind_speed |
0.31 |
. |
| ugosa |
0.59 |
-0.021 |
par |
0.41 |
. |
eastward_wind |
0.2 |
. |
| par |
0.51 |
-0.002 |
vgosa |
0.34 |
. |
ugosa |
0.17 |
. |
| wind_speed |
0.47 |
. |
northward_wind |
0.32 |
. |
northward_wind |
0.13 |
. |
| eastward_wind |
0.29 |
. |
ugos |
0.25 |
. |
Fe |
0.12 |
. |
| vgos |
0.12 |
. |
ugosa |
0.17 |
. |
ugos |
0.11 |
. |
| ugos |
0.09 |
. |
Fe |
0.07 |
. |
vgosa |
0.04 |
. |
| sss |
0.09 |
. |
eastward_wind |
0.07 |
. |
vgos |
0.03 |
. |
| vgosa |
0.06 |
. |
wind_stress |
0.05 |
. |
wind_stress |
0.02 |
. |
| sla |
0.06 |
. |
density_WOA_clim |
0.02 |
. |
sss |
0.02 |
. |
| sst_cruise |
0.03 |
. |
o2sat_WOA_clim |
0.02 |
. |
surface_downward_northward_stress |
0.01 |
. |
| surface_downward_northward_stress |
0.03 |
. |
sss |
0.02 |
. |
AOU_WOA_clim |
. |
. |
| density_WOA_clim |
0.02 |
. |
AOU_WOA_clim |
0.01 |
. |
density_WOA_clim |
. |
. |
| wind_stress |
0.02 |
. |
sst_cruise |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| AOU_WOA_clim |
0.01 |
. |
sla |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| o2sat_WOA_clim |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| surface_downward_eastward_stress |
0.01 |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
Si |
. |
. |
Si |
. |
. |
| sss_cruise |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
PP |
. |
. |
| sst |
. |
. |
surface_downward_eastward_stress |
. |
. |
sla |
. |
. |
| PP |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1601 pico1_
beta coefficients
| par_6 |
0.95 |
0.158 |
par_12 |
0.54 |
-0.021 |
par_3 |
0.96 |
0.029 |
| par_3 |
0.85 |
0.107 |
par_6 |
0.26 |
. |
par |
0.79 |
0.005 |
| par_12 |
0.45 |
. |
par_3 |
0.21 |
. |
par_6 |
0.77 |
0.007 |
| par_9 |
0.33 |
. |
vgosa |
0.13 |
. |
par_12 |
0.44 |
. |
| wind_speed |
0.31 |
. |
par |
0.1 |
. |
par_9 |
0.34 |
. |
| vgosa |
0.15 |
. |
par_9 |
0.1 |
. |
ugos |
0.18 |
. |
| par |
0.1 |
. |
ugos |
0.09 |
. |
northward_wind |
0.13 |
. |
| Fe |
0.08 |
. |
wind_speed |
0.09 |
. |
wind_speed |
0.06 |
. |
| vgos |
0.05 |
. |
vgos |
0.08 |
. |
Fe |
0.04 |
. |
| ugos |
0.04 |
. |
ugosa |
0.06 |
. |
ugosa |
0.04 |
. |
| eastward_wind |
0.04 |
. |
eastward_wind |
0.04 |
. |
eastward_wind |
0.03 |
. |
| northward_wind |
0.04 |
. |
o2sat_WOA_clim |
0.02 |
. |
vgosa |
0.01 |
. |
| ugosa |
0.03 |
. |
northward_wind |
0.02 |
. |
sla |
0.01 |
. |
| o2sat_WOA_clim |
0.02 |
. |
Fe |
0.01 |
. |
sss |
0.01 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
0.01 |
. |
density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| sla |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| wind_stress |
0.01 |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
sss_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| sss_cruise |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| sst_cruise |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
PP |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
sla |
. |
. |
PP |
. |
. |
| sst |
. |
. |
wind_stress |
. |
. |
vgos |
. |
. |
| PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
surface_downward_northward_stress |
. |
. |
KM1601 pro1
beta coefficients
| par |
1 |
0.107 |
par_3 |
1 |
-0.085 |
par_6 |
0.97 |
0.007 |
| par_3 |
1 |
0.084 |
par |
0.97 |
-0.052 |
northward_wind |
0.83 |
0.015 |
| par_6 |
1 |
0.18 |
par_12 |
0.97 |
-0.07 |
Fe |
0.81 |
-0.007 |
| par_9 |
1 |
0.086 |
par_9 |
0.96 |
0.056 |
par_9 |
0.75 |
-0.002 |
| par_12 |
0.94 |
0.028 |
par_6 |
0.91 |
0.043 |
ugos |
0.68 |
0.006 |
| northward_wind |
0.84 |
-0.069 |
Fe |
0.89 |
-0.167 |
par_12 |
0.64 |
. |
| ugos |
0.73 |
0.046 |
vgos |
0.59 |
-0.14 |
par_3 |
0.63 |
. |
| Fe |
0.62 |
-0.013 |
wind_speed |
0.55 |
-0.041 |
par |
0.59 |
. |
| vgos |
0.54 |
-0.025 |
vgosa |
0.5 |
-0.141 |
ugosa |
0.34 |
. |
| wind_speed |
0.53 |
-0.014 |
northward_wind |
0.5 |
0.009 |
vgosa |
0.33 |
. |
| sss |
0.53 |
. |
ugos |
0.39 |
. |
wind_speed |
0.32 |
. |
| eastward_wind |
0.43 |
-0.059 |
sss |
0.34 |
. |
sla |
0.23 |
. |
| sla |
0.34 |
. |
ugosa |
0.28 |
. |
eastward_wind |
0.23 |
. |
| vgosa |
0.23 |
. |
wind_stress |
0.24 |
. |
surface_downward_northward_stress |
0.23 |
. |
| ugosa |
0.23 |
. |
sss_cruise |
0.04 |
. |
sss |
0.19 |
. |
| wind_stress |
0.15 |
. |
density_WOA_clim |
0.03 |
. |
sss_cruise |
0.15 |
. |
| density_WOA_clim |
0.12 |
. |
sla |
0.03 |
. |
vgos |
0.11 |
. |
| sss_cruise |
0.09 |
. |
eastward_wind |
0.03 |
. |
wind_stress |
0.1 |
. |
| surface_downward_eastward_stress |
0.08 |
. |
surface_downward_eastward_stress |
0.03 |
. |
surface_downward_eastward_stress |
0.08 |
. |
| o2sat_WOA_clim |
0.07 |
. |
sst_cruise |
0.02 |
. |
density_WOA_clim |
0.02 |
. |
| sst_cruise |
0.04 |
. |
surface_downward_northward_stress |
0.02 |
. |
sst_cruise |
0.02 |
. |
| phosphate_WOA_clim |
0.03 |
. |
AOU_WOA_clim |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| sst |
0.02 |
. |
o2sat_WOA_clim |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| surface_downward_northward_stress |
0.02 |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| AOU_WOA_clim |
0.01 |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
Si |
. |
. |
Si |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PP |
. |
. |
KM1601 syn
beta coefficients
| par_6 |
0.92 |
0.099 |
par_3 |
0.64 |
-0.009 |
par |
0.8 |
0.038 |
| par_3 |
0.81 |
0.098 |
par_6 |
0.63 |
-0.028 |
par_9 |
0.67 |
-0.027 |
| par_9 |
0.6 |
0.028 |
par_12 |
0.53 |
. |
par_12 |
0.61 |
-0.007 |
| par_12 |
0.59 |
0.031 |
par_9 |
0.33 |
. |
ugosa |
0.61 |
0.049 |
| vgosa |
0.26 |
. |
ugos |
0.19 |
. |
vgosa |
0.48 |
-0.036 |
| wind_speed |
0.1 |
. |
par |
0.16 |
. |
par_6 |
0.11 |
. |
| northward_wind |
0.08 |
. |
vgos |
0.12 |
. |
northward_wind |
0.11 |
. |
| Fe |
0.06 |
. |
ugosa |
0.12 |
. |
Fe |
0.07 |
. |
| ugosa |
0.04 |
. |
vgosa |
0.11 |
. |
par_3 |
0.05 |
. |
| ugos |
0.03 |
. |
wind_speed |
0.11 |
. |
eastward_wind |
0.05 |
. |
| par |
0.02 |
. |
Fe |
0.07 |
. |
ugos |
0.04 |
. |
| sla |
0.01 |
. |
o2sat_WOA_clim |
0.03 |
. |
sss |
0.04 |
. |
| AOU_WOA_clim |
. |
. |
northward_wind |
0.02 |
. |
vgos |
0.02 |
. |
| density_WOA_clim |
. |
. |
AOU_WOA_clim |
0.01 |
. |
wind_speed |
0.02 |
. |
| o2sat_WOA_clim |
. |
. |
eastward_wind |
0.01 |
. |
o2sat_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
sla |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
wind_stress |
0.01 |
. |
| conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
| Si |
. |
. |
sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
silicate_WOA_clim |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
sss_cruise |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
sst_cruise |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
Si |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
NO3 |
. |
. |
| sst |
. |
. |
O2 |
. |
. |
CHL |
. |
. |
| PP |
. |
. |
sst |
. |
. |
PHYC |
. |
. |
| vgos |
. |
. |
PP |
. |
. |
PO4 |
. |
. |
| wind_stress |
. |
. |
sla |
. |
. |
O2 |
. |
. |
| eastward_wind |
. |
. |
wind_stress |
. |
. |
sst |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
PP |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
surface_downward_northward_stress |
. |
. |
KM1601 bead
beta coefficients
| par_6 |
0.34 |
. |
par_12 |
0.52 |
0.002 |
Fe |
0.53 |
-0.007 |
| par_3 |
0.33 |
. |
par_9 |
0.17 |
. |
par |
0.52 |
0.002 |
| par_9 |
0.26 |
. |
par |
0.15 |
. |
ugosa |
0.38 |
. |
| ugosa |
0.26 |
. |
par_3 |
0.14 |
. |
northward_wind |
0.28 |
. |
| Fe |
0.14 |
. |
vgosa |
0.14 |
. |
par_9 |
0.22 |
. |
| northward_wind |
0.11 |
. |
ugos |
0.12 |
. |
par_3 |
0.19 |
. |
| wind_speed |
0.1 |
. |
ugosa |
0.1 |
. |
par_6 |
0.16 |
. |
| par_12 |
0.07 |
. |
par_6 |
0.09 |
. |
par_12 |
0.15 |
. |
| par |
0.05 |
. |
wind_speed |
0.06 |
. |
wind_speed |
0.11 |
. |
| eastward_wind |
0.03 |
. |
northward_wind |
0.03 |
. |
vgosa |
0.08 |
. |
| vgosa |
0.02 |
. |
sss |
0.03 |
. |
eastward_wind |
0.02 |
. |
| sss |
0.01 |
. |
AOU_WOA_clim |
0.01 |
. |
sss |
0.02 |
. |
| AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
0.01 |
. |
vgos |
0.01 |
. |
| density_WOA_clim |
. |
. |
Fe |
0.01 |
. |
sla |
0.01 |
. |
| o2sat_WOA_clim |
. |
. |
sla |
0.01 |
. |
ugos |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
wind_stress |
0.01 |
. |
surface_downward_northward_stress |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
eastward_wind |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| Si |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| CHL |
. |
. |
sst_cruise |
. |
. |
sss_cruise |
. |
. |
| PHYC |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| PO4 |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| O2 |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| sst |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| PP |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| vgos |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| sla |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| ugos |
. |
. |
PP |
. |
. |
sst |
. |
. |
| wind_stress |
. |
. |
vgos |
. |
. |
PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1601 small
beta coefficients
| par_6 |
0.9 |
0.038 |
par_6 |
0.67 |
0.004 |
northward_wind |
0.71 |
0.012 |
| par_3 |
0.87 |
0.042 |
par_9 |
0.54 |
0.002 |
par_6 |
0.63 |
0.003 |
| par_9 |
0.74 |
0.042 |
par |
0.48 |
. |
par_12 |
0.49 |
. |
| par |
0.6 |
0.025 |
par_3 |
0.46 |
. |
par_3 |
0.42 |
0.002 |
| par_12 |
0.58 |
. |
par_12 |
0.42 |
. |
par_9 |
0.39 |
. |
| ugos |
0.24 |
. |
wind_speed |
0.35 |
. |
Fe |
0.31 |
. |
| wind_speed |
0.17 |
. |
vgosa |
0.32 |
. |
par |
0.26 |
. |
| northward_wind |
0.16 |
. |
Fe |
0.16 |
. |
ugos |
0.26 |
. |
| Fe |
0.11 |
. |
northward_wind |
0.08 |
. |
wind_speed |
0.18 |
. |
| ugosa |
0.07 |
. |
ugosa |
0.04 |
. |
ugosa |
0.17 |
. |
| eastward_wind |
0.07 |
. |
wind_stress |
0.04 |
. |
vgosa |
0.13 |
. |
| sss |
0.06 |
. |
sss |
0.04 |
. |
sla |
0.05 |
. |
| vgos |
0.04 |
. |
vgos |
0.03 |
. |
vgos |
0.04 |
. |
| sla |
0.04 |
. |
ugos |
0.03 |
. |
surface_downward_northward_stress |
0.04 |
. |
| vgosa |
0.03 |
. |
sss_cruise |
0.01 |
. |
sss |
0.04 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
sla |
0.01 |
. |
wind_stress |
0.03 |
. |
| density_WOA_clim |
0.01 |
. |
eastward_wind |
0.01 |
. |
eastward_wind |
0.03 |
. |
| phosphate_WOA_clim |
0.01 |
. |
AOU_WOA_clim |
. |
. |
surface_downward_eastward_stress |
0.02 |
. |
| sss_cruise |
0.01 |
. |
density_WOA_clim |
. |
. |
density_WOA_clim |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
sss_cruise |
0.01 |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| Si |
. |
. |
Si |
. |
. |
silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
sst_cruise |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
Si |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
NO3 |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
CHL |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
PHYC |
. |
. |
| sst |
. |
. |
sst |
. |
. |
PO4 |
. |
. |
| PP |
. |
. |
PP |
. |
. |
O2 |
. |
. |
| wind_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
sst |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
PP |
. |
. |
KM1601 bg
beta coefficients
| par_6 |
0.1 |
. |
par_3 |
0.2 |
. |
par |
0.27 |
. |
| par_3 |
0.09 |
. |
par_6 |
0.12 |
. |
par_3 |
0.24 |
. |
| par |
0.08 |
. |
par_12 |
0.11 |
. |
par_12 |
0.16 |
. |
| par_9 |
0.05 |
. |
par |
0.1 |
. |
par_6 |
0.08 |
. |
| northward_wind |
0.05 |
. |
par_9 |
0.06 |
. |
northward_wind |
0.08 |
. |
| eastward_wind |
0.04 |
. |
ugosa |
0.03 |
. |
par_9 |
0.05 |
. |
| par_12 |
0.03 |
. |
wind_speed |
0.02 |
. |
eastward_wind |
0.04 |
. |
| Fe |
0.03 |
. |
northward_wind |
0.02 |
. |
wind_speed |
0.04 |
. |
| wind_speed |
0.03 |
. |
ugos |
0.01 |
. |
ugos |
0.03 |
. |
| vgos |
0.01 |
. |
eastward_wind |
0.01 |
. |
Fe |
0.02 |
. |
| ugosa |
0.01 |
. |
AOU_WOA_clim |
. |
. |
sss |
0.01 |
. |
| sss |
0.01 |
. |
density_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
sss_cruise |
. |
. |
| sss_cruise |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
Fe |
. |
. |
sst |
. |
. |
| sst |
. |
. |
PP |
. |
. |
PP |
. |
. |
| PP |
. |
. |
vgosa |
. |
. |
vgosa |
. |
. |
| vgosa |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| sla |
. |
. |
sla |
. |
. |
sla |
. |
. |
| ugos |
. |
. |
wind_stress |
. |
. |
ugosa |
. |
. |
| wind_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
sss |
. |
. |
surface_downward_northward_stress |
. |
. |
KM1601 rest2_
beta coefficients
| par_12 |
0.23 |
. |
par |
0.59 |
-0.009 |
par_12 |
0.34 |
. |
| par_3 |
0.2 |
. |
par_3 |
0.5 |
-0.011 |
par_6 |
0.26 |
. |
| wind_speed |
0.17 |
. |
par_12 |
0.4 |
. |
northward_wind |
0.25 |
. |
| par_6 |
0.14 |
. |
par_6 |
0.38 |
0 |
par |
0.22 |
. |
| par |
0.1 |
. |
par_9 |
0.04 |
. |
par_9 |
0.22 |
. |
| ugosa |
0.1 |
. |
ugosa |
0.03 |
. |
wind_speed |
0.19 |
. |
| eastward_wind |
0.05 |
. |
eastward_wind |
0.03 |
. |
Fe |
0.13 |
. |
| par_9 |
0.03 |
. |
sss |
0.02 |
. |
par_3 |
0.12 |
. |
| Fe |
0.02 |
. |
Fe |
0.01 |
. |
eastward_wind |
0.11 |
. |
| northward_wind |
0.02 |
. |
wind_speed |
0.01 |
. |
ugos |
0.06 |
. |
| vgosa |
0.01 |
. |
AOU_WOA_clim |
. |
. |
vgosa |
0.04 |
. |
| vgos |
0.01 |
. |
density_WOA_clim |
. |
. |
ugosa |
0.03 |
. |
| AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
wind_stress |
0.01 |
. |
| density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
sss |
0.01 |
. |
| o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
conductivity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
Si |
. |
. |
phosphate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
NO3 |
. |
. |
silicate_WOA_clim |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
sss_cruise |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
sst_cruise |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
Si |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
NO3 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
CHL |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
PHYC |
. |
. |
| sst |
. |
. |
vgosa |
. |
. |
PO4 |
. |
. |
| PP |
. |
. |
vgos |
. |
. |
O2 |
. |
. |
| sla |
. |
. |
sla |
. |
. |
sst |
. |
. |
| ugos |
. |
. |
ugos |
. |
. |
PP |
. |
. |
| wind_stress |
. |
. |
wind_stress |
. |
. |
vgos |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
sla |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| sss |
. |
. |
northward_wind |
. |
. |
surface_downward_northward_stress |
. |
. |
KM1601 pro2
beta coefficients
| par_6 |
0.89 |
0.114 |
par_3 |
0.9 |
. |
par_6 |
0.7 |
0.001 |
| par_3 |
0.87 |
0.068 |
par |
0.58 |
-0.001 |
northward_wind |
0.65 |
0.023 |
| par_9 |
0.85 |
0.089 |
par_9 |
0.44 |
0.049 |
par_3 |
0.49 |
. |
| par |
0.71 |
0.051 |
vgosa |
0.32 |
. |
Fe |
0.47 |
-0.008 |
| par_12 |
0.56 |
0.023 |
par_6 |
0.29 |
. |
par |
0.41 |
. |
| ugos |
0.34 |
0.02 |
par_12 |
0.29 |
. |
ugosa |
0.33 |
0.002 |
| wind_speed |
0.17 |
. |
Fe |
0.23 |
. |
par_9 |
0.3 |
. |
| Fe |
0.16 |
. |
ugosa |
0.18 |
. |
ugos |
0.24 |
. |
| northward_wind |
0.15 |
. |
northward_wind |
0.14 |
. |
par_12 |
0.22 |
. |
| ugosa |
0.13 |
. |
wind_speed |
0.1 |
. |
wind_speed |
0.17 |
. |
| eastward_wind |
0.09 |
. |
vgos |
0.08 |
. |
vgosa |
0.08 |
. |
| vgos |
0.07 |
. |
wind_stress |
0.05 |
. |
eastward_wind |
0.06 |
. |
| vgosa |
0.03 |
. |
ugos |
0.03 |
. |
vgos |
0.05 |
. |
| sla |
0.03 |
. |
sss |
0.03 |
. |
sss |
0.04 |
. |
| sss |
0.03 |
. |
eastward_wind |
0.01 |
. |
sla |
0.03 |
. |
| density_WOA_clim |
0.01 |
. |
surface_downward_northward_stress |
0.01 |
. |
surface_downward_northward_stress |
0.03 |
. |
| wind_stress |
0.01 |
. |
AOU_WOA_clim |
. |
. |
wind_stress |
0.02 |
. |
| AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
sss_cruise |
0.01 |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| Si |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| sst |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| PP |
. |
. |
PP |
. |
. |
sst |
. |
. |
| surface_downward_eastward_stress |
. |
. |
sla |
. |
. |
PP |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1602 rest1_2
beta coefficients
| par_9 |
0.7 |
0.19 |
par_12 |
0.71 |
0.329 |
par_12 |
0.56 |
0.107 |
| surface_downward_northward_stress |
0.37 |
. |
Fe |
0.63 |
-0.036 |
surface_downward_northward_stress |
0.56 |
. |
| Fe |
0.36 |
. |
ugosa |
0.56 |
-0.242 |
vgosa |
0.55 |
0.048 |
| vgosa |
0.3 |
. |
northward_wind |
0.51 |
-0.302 |
ugosa |
0.5 |
-0.103 |
| par_6 |
0.27 |
. |
par_9 |
0.5 |
0.032 |
par_9 |
0.44 |
0.012 |
| northward_wind |
0.26 |
-0.166 |
par |
0.44 |
-0.009 |
par_3 |
0.43 |
. |
| par_3 |
0.25 |
. |
par_3 |
0.42 |
0.025 |
Fe |
0.35 |
. |
| par_12 |
0.24 |
. |
vgosa |
0.36 |
0.044 |
par_6 |
0.31 |
. |
| ugosa |
0.24 |
-0.026 |
surface_downward_northward_stress |
0.36 |
. |
par |
0.22 |
. |
| par |
0.23 |
. |
par_6 |
0.32 |
. |
northward_wind |
0.22 |
-0.139 |
| wind_speed |
0.19 |
. |
sss |
0.28 |
-0.77 |
wind_speed |
0.18 |
. |
| ugos |
0.17 |
. |
wind_speed |
0.24 |
-0.09 |
ugos |
0.16 |
. |
| eastward_wind |
0.12 |
. |
sss_cruise |
0.18 |
. |
eastward_wind |
0.15 |
. |
| sss |
0.09 |
. |
ugos |
0.18 |
. |
vgos |
0.1 |
. |
| wind_stress |
0.07 |
. |
eastward_wind |
0.17 |
. |
sss |
0.07 |
. |
| vgos |
0.05 |
. |
vgos |
0.1 |
. |
sss_cruise |
0.04 |
. |
| o2sat_WOA_clim |
0.03 |
. |
o2sat_WOA_clim |
0.05 |
. |
wind_stress |
0.02 |
. |
| sla |
0.01 |
. |
sla |
0.04 |
. |
sla |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
sst_cruise |
0.02 |
. |
AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
wind_stress |
0.02 |
. |
density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
Si |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
sst |
. |
. |
sst |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1602 rest1_1
beta coefficients
| surface_downward_northward_stress |
0.33 |
-0.014 |
par_6 |
0.45 |
0.137 |
Fe |
0.37 |
0.12 |
| eastward_wind |
0.31 |
0.026 |
par |
0.33 |
-0.029 |
vgosa |
0.29 |
. |
| par_3 |
0.27 |
. |
par_12 |
0.22 |
. |
par_3 |
0.27 |
0.024 |
| par_6 |
0.27 |
. |
vgosa |
0.2 |
. |
par_12 |
0.27 |
-0.004 |
| par_9 |
0.27 |
. |
ugosa |
0.2 |
-0.007 |
ugosa |
0.25 |
-0.107 |
| vgosa |
0.27 |
-0.007 |
par_3 |
0.18 |
. |
par_6 |
0.24 |
0.004 |
| par_12 |
0.25 |
. |
par_9 |
0.17 |
. |
par_9 |
0.23 |
. |
| ugosa |
0.24 |
. |
Fe |
0.16 |
. |
surface_downward_northward_stress |
0.21 |
. |
| par |
0.22 |
. |
surface_downward_northward_stress |
0.15 |
. |
par |
0.2 |
0.004 |
| Fe |
0.22 |
. |
eastward_wind |
0.11 |
. |
eastward_wind |
0.17 |
. |
| wind_speed |
0.2 |
. |
wind_speed |
0.11 |
. |
wind_speed |
0.11 |
. |
| northward_wind |
0.19 |
. |
northward_wind |
0.07 |
. |
northward_wind |
0.1 |
. |
| ugos |
0.1 |
. |
o2sat_WOA_clim |
0.04 |
. |
ugos |
0.09 |
. |
| o2sat_WOA_clim |
0.04 |
. |
vgos |
0.04 |
. |
o2sat_WOA_clim |
0.03 |
. |
| vgos |
0.03 |
. |
sss |
0.04 |
. |
vgos |
0.01 |
. |
| sla |
0.01 |
. |
sla |
0.02 |
. |
sss |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
ugos |
0.02 |
. |
AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
wind_stress |
0.01 |
. |
density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
sss_cruise |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
sst_cruise |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| PP |
. |
. |
O2 |
. |
. |
PP |
. |
. |
| wind_stress |
. |
. |
sst |
. |
. |
sla |
. |
. |
| surface_downward_eastward_stress |
. |
. |
PP |
. |
. |
wind_stress |
. |
. |
| sss |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1602 pico2_1
beta coefficients
| par_3 |
0.96 |
0.238 |
par_12 |
0.93 |
-0.028 |
par |
0.96 |
0.075 |
| par_12 |
0.96 |
0.155 |
par_3 |
0.87 |
-0.036 |
par_3 |
0.88 |
0.053 |
| par_9 |
0.95 |
0.127 |
eastward_wind |
0.86 |
-0.091 |
par_9 |
0.7 |
0.019 |
| par_6 |
0.93 |
0.067 |
par |
0.72 |
-0.017 |
par_12 |
0.68 |
0.034 |
| eastward_wind |
0.74 |
0.028 |
par_6 |
0.68 |
0.004 |
vgosa |
0.67 |
-0.021 |
| surface_downward_northward_stress |
0.62 |
. |
par_9 |
0.65 |
0.011 |
par_6 |
0.37 |
. |
| vgosa |
0.55 |
-0.062 |
vgosa |
0.62 |
. |
Fe |
0.34 |
0.016 |
| northward_wind |
0.54 |
-0.168 |
Fe |
0.6 |
0.002 |
eastward_wind |
0.31 |
. |
| Fe |
0.52 |
0.046 |
wind_speed |
0.47 |
-0.028 |
wind_speed |
0.29 |
. |
| ugosa |
0.47 |
-0.026 |
sss |
0.4 |
-0.211 |
surface_downward_northward_stress |
0.25 |
. |
| par |
0.44 |
. |
ugos |
0.37 |
. |
ugosa |
0.23 |
. |
| wind_speed |
0.17 |
. |
o2sat_WOA_clim |
0.35 |
0.004 |
o2sat_WOA_clim |
0.18 |
. |
| o2sat_WOA_clim |
0.14 |
. |
ugosa |
0.33 |
. |
ugos |
0.18 |
. |
| Si |
0.07 |
. |
surface_downward_northward_stress |
0.28 |
. |
northward_wind |
0.12 |
. |
| ugos |
0.07 |
. |
sst_cruise |
0.19 |
. |
sla |
0.06 |
. |
| sla |
0.05 |
. |
sla |
0.18 |
. |
sss |
0.04 |
. |
| phosphate_WOA_clim |
0.03 |
. |
sss_cruise |
0.08 |
. |
sss_cruise |
0.03 |
. |
| sss_cruise |
0.02 |
. |
vgos |
0.08 |
. |
sst_cruise |
0.03 |
. |
| wind_stress |
0.02 |
. |
northward_wind |
0.06 |
. |
density_WOA_clim |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
density_WOA_clim |
0.02 |
. |
AOU_WOA_clim |
0.01 |
. |
| sst_cruise |
0.01 |
. |
phosphate_WOA_clim |
0.02 |
. |
wind_stress |
0.01 |
. |
| PP |
0.01 |
. |
Si |
0.01 |
. |
surface_downward_eastward_stress |
0.01 |
. |
| vgos |
0.01 |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| sss |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| silicate_WOA_clim |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
sst |
. |
. |
| sst |
. |
. |
wind_stress |
. |
. |
PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
vgos |
. |
. |
KM1602 pico1_
beta coefficients
| par_6 |
0.81 |
0.061 |
par |
0.65 |
-0.024 |
par |
0.79 |
0.015 |
| par_9 |
0.77 |
0.113 |
par_3 |
0.51 |
-0.093 |
par_3 |
0.65 |
. |
| par_3 |
0.58 |
0.032 |
par_6 |
0.35 |
. |
par_6 |
0.57 |
0.008 |
| Fe |
0.45 |
-0.127 |
par_12 |
0.35 |
-0.011 |
par_9 |
0.35 |
0.002 |
| eastward_wind |
0.4 |
0.004 |
par_9 |
0.26 |
. |
vgosa |
0.32 |
-0.001 |
| ugosa |
0.16 |
. |
Fe |
0.25 |
. |
par_12 |
0.29 |
. |
| par_12 |
0.12 |
. |
surface_downward_northward_stress |
0.18 |
. |
surface_downward_northward_stress |
0.18 |
. |
| wind_speed |
0.11 |
. |
wind_speed |
0.17 |
. |
Fe |
0.16 |
. |
| surface_downward_northward_stress |
0.11 |
. |
ugosa |
0.16 |
. |
eastward_wind |
0.12 |
. |
| par |
0.08 |
. |
vgosa |
0.1 |
. |
ugosa |
0.1 |
. |
| vgosa |
0.08 |
. |
ugos |
0.06 |
. |
wind_speed |
0.08 |
. |
| vgos |
0.04 |
. |
northward_wind |
0.04 |
. |
o2sat_WOA_clim |
0.06 |
. |
| northward_wind |
0.03 |
. |
vgos |
0.03 |
. |
vgos |
0.03 |
. |
| o2sat_WOA_clim |
0.02 |
. |
eastward_wind |
0.03 |
. |
ugos |
0.03 |
. |
| ugos |
0.02 |
. |
sss_cruise |
0.01 |
. |
northward_wind |
0.02 |
. |
| AOU_WOA_clim |
. |
. |
sla |
0.01 |
. |
AOU_WOA_clim |
0.01 |
. |
| density_WOA_clim |
. |
. |
wind_stress |
0.01 |
. |
density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
sst_cruise |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| PP |
. |
. |
O2 |
. |
. |
PP |
. |
. |
| sla |
. |
. |
sst |
. |
. |
sla |
. |
. |
| wind_stress |
. |
. |
PP |
. |
. |
wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1602 bg
beta coefficients
| par_9 |
0.71 |
0.033 |
par_3 |
0.66 |
-0.006 |
par |
0.51 |
0.044 |
| par_6 |
0.62 |
. |
par_9 |
0.49 |
-0.016 |
par_12 |
0.51 |
. |
| par_3 |
0.51 |
. |
Fe |
0.3 |
0.001 |
Fe |
0.42 |
-0.043 |
| par_12 |
0.39 |
. |
surface_downward_northward_stress |
0.24 |
. |
ugosa |
0.3 |
0.008 |
| eastward_wind |
0.37 |
. |
par_6 |
0.22 |
. |
wind_speed |
0.3 |
. |
| surface_downward_northward_stress |
0.27 |
. |
par_12 |
0.21 |
. |
par_9 |
0.28 |
. |
| ugosa |
0.17 |
. |
northward_wind |
0.2 |
-0.093 |
surface_downward_northward_stress |
0.26 |
0.043 |
| Fe |
0.13 |
. |
wind_speed |
0.17 |
. |
par_3 |
0.23 |
. |
| vgosa |
0.08 |
. |
ugosa |
0.14 |
. |
par_6 |
0.23 |
. |
| wind_speed |
0.08 |
. |
par |
0.13 |
. |
vgosa |
0.08 |
. |
| par |
0.07 |
. |
vgosa |
0.08 |
. |
ugos |
0.08 |
. |
| northward_wind |
0.03 |
. |
ugos |
0.04 |
. |
vgos |
0.07 |
. |
| ugos |
0.02 |
. |
eastward_wind |
0.03 |
. |
northward_wind |
0.07 |
. |
| phosphate_WOA_clim |
0.01 |
. |
sss_cruise |
0.02 |
. |
eastward_wind |
0.06 |
. |
| sst_cruise |
0.01 |
. |
vgos |
0.02 |
. |
wind_stress |
0.01 |
. |
| sla |
0.01 |
. |
o2sat_WOA_clim |
0.01 |
. |
sss |
0.01 |
. |
| wind_stress |
0.01 |
. |
sst_cruise |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
sss |
0.01 |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| Si |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| sst |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| PP |
. |
. |
PP |
. |
. |
sst |
. |
. |
| vgos |
. |
. |
sla |
. |
. |
PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_stress |
. |
. |
sla |
. |
. |
| sss |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1602 bead
beta coefficients
| par |
0.62 |
-0.051 |
par_12 |
0.5 |
0.026 |
par_3 |
0.37 |
-0.007 |
| par_12 |
0.48 |
0.005 |
par_6 |
0.28 |
. |
par |
0.33 |
. |
| par_9 |
0.43 |
0.022 |
ugosa |
0.25 |
. |
wind_speed |
0.31 |
-0.016 |
| eastward_wind |
0.28 |
. |
par |
0.24 |
-0.005 |
par_9 |
0.25 |
0.005 |
| northward_wind |
0.2 |
. |
par_3 |
0.23 |
. |
vgosa |
0.21 |
. |
| vgosa |
0.19 |
. |
par_9 |
0.2 |
. |
par_6 |
0.19 |
. |
| par_3 |
0.17 |
. |
Fe |
0.2 |
. |
surface_downward_northward_stress |
0.19 |
. |
| par_6 |
0.17 |
. |
eastward_wind |
0.2 |
0.001 |
par_12 |
0.17 |
. |
| surface_downward_northward_stress |
0.17 |
-0.015 |
vgosa |
0.18 |
. |
Fe |
0.16 |
. |
| Fe |
0.15 |
. |
surface_downward_northward_stress |
0.13 |
. |
ugosa |
0.14 |
. |
| ugosa |
0.06 |
. |
wind_speed |
0.1 |
. |
eastward_wind |
0.14 |
. |
| wind_speed |
0.06 |
. |
o2sat_WOA_clim |
0.08 |
. |
ugos |
0.07 |
. |
| ugos |
0.04 |
. |
northward_wind |
0.06 |
. |
o2sat_WOA_clim |
0.06 |
. |
| o2sat_WOA_clim |
0.03 |
. |
ugos |
0.04 |
. |
sla |
0.02 |
. |
| sst_cruise |
0.02 |
. |
vgos |
0.03 |
. |
northward_wind |
0.01 |
. |
| density_WOA_clim |
0.01 |
. |
sss_cruise |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
sla |
0.01 |
. |
density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| Si |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| NO3 |
. |
. |
sst_cruise |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| PO4 |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| sst |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| PP |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| vgos |
. |
. |
sst |
. |
. |
PP |
. |
. |
| sla |
. |
. |
PP |
. |
. |
vgos |
. |
. |
| wind_stress |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1602 pro1
beta coefficients
| par |
1 |
0.12 |
par_3 |
1 |
-0.083 |
eastward_wind |
0.91 |
-0.016 |
| par_3 |
1 |
0.074 |
par |
0.98 |
-0.069 |
par_12 |
0.79 |
-0.002 |
| par_6 |
1 |
0.199 |
par_12 |
0.88 |
-0.028 |
par_3 |
0.77 |
-0.003 |
| par_9 |
1 |
0.08 |
wind_speed |
0.71 |
. |
par |
0.65 |
0.001 |
| par_12 |
0.88 |
0.04 |
par_9 |
0.68 |
-0.004 |
surface_downward_northward_stress |
0.65 |
. |
| wind_speed |
0.8 |
-0.062 |
Fe |
0.59 |
. |
wind_speed |
0.56 |
-0.009 |
| Fe |
0.74 |
0.03 |
eastward_wind |
0.59 |
-0.004 |
par_6 |
0.55 |
0.002 |
| northward_wind |
0.71 |
-0.047 |
sss_cruise |
0.56 |
0.033 |
par_9 |
0.55 |
0 |
| sst_cruise |
0.69 |
-0.668 |
par_6 |
0.51 |
. |
ugos |
0.49 |
0.003 |
| ugos |
0.68 |
0.031 |
vgosa |
0.46 |
-0.001 |
ugosa |
0.48 |
0.003 |
| vgosa |
0.64 |
-0.015 |
surface_downward_northward_stress |
0.43 |
. |
sss_cruise |
0.43 |
0.019 |
| o2sat_WOA_clim |
0.62 |
-0.005 |
ugos |
0.41 |
. |
vgosa |
0.43 |
. |
| sss_cruise |
0.62 |
0.046 |
northward_wind |
0.34 |
. |
Fe |
0.35 |
. |
| sla |
0.49 |
-0.044 |
o2sat_WOA_clim |
0.31 |
. |
o2sat_WOA_clim |
0.34 |
. |
| eastward_wind |
0.43 |
-0.023 |
sst_cruise |
0.21 |
. |
sst_cruise |
0.21 |
-0.002 |
| density_WOA_clim |
0.3 |
. |
ugosa |
0.2 |
. |
vgos |
0.19 |
. |
| surface_downward_northward_stress |
0.3 |
. |
vgos |
0.16 |
. |
density_WOA_clim |
0.13 |
. |
| vgos |
0.26 |
. |
density_WOA_clim |
0.12 |
. |
sla |
0.13 |
. |
| ugosa |
0.25 |
. |
sla |
0.09 |
. |
northward_wind |
0.13 |
. |
| surface_downward_eastward_stress |
0.22 |
-0.03 |
sss |
0.04 |
. |
sss |
0.13 |
. |
| sss |
0.18 |
. |
surface_downward_eastward_stress |
0.02 |
. |
surface_downward_eastward_stress |
0.12 |
. |
| phosphate_WOA_clim |
0.05 |
. |
phosphate_WOA_clim |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
0.03 |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| wind_stress |
0.03 |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| O2 |
0.02 |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| Si |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| PO4 |
0.01 |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| PP |
0.01 |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
Si |
. |
. |
Si |
. |
. |
| salinity_WOA_clim |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| conductivity_WOA_clim |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| nitrate_WOA_clim |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| silicate_WOA_clim |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| NO3 |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| CHL |
. |
. |
sst |
. |
. |
sst |
. |
. |
| PHYC |
. |
. |
PP |
. |
. |
PP |
. |
. |
| sst |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
KM1602 small
beta coefficients
| par_3 |
0.83 |
0.071 |
par |
0.46 |
. |
eastward_wind |
0.58 |
-0.009 |
| par_6 |
0.69 |
0.078 |
par_6 |
0.46 |
0.002 |
par |
0.52 |
0.002 |
| par |
0.61 |
0.062 |
par_3 |
0.41 |
. |
surface_downward_northward_stress |
0.51 |
0.002 |
| par_9 |
0.59 |
0.072 |
par_9 |
0.4 |
0.008 |
vgosa |
0.47 |
. |
| par_12 |
0.47 |
0.003 |
par_12 |
0.38 |
. |
par_3 |
0.44 |
. |
| eastward_wind |
0.44 |
-0.005 |
wind_speed |
0.34 |
0.003 |
par_12 |
0.41 |
-0.002 |
| Fe |
0.37 |
. |
surface_downward_northward_stress |
0.27 |
. |
ugosa |
0.37 |
0.005 |
| wind_speed |
0.35 |
. |
Fe |
0.24 |
. |
par_9 |
0.36 |
. |
| vgosa |
0.28 |
. |
eastward_wind |
0.19 |
. |
par_6 |
0.29 |
. |
| ugos |
0.28 |
0.026 |
vgosa |
0.16 |
. |
Fe |
0.29 |
. |
| surface_downward_northward_stress |
0.28 |
. |
ugos |
0.13 |
. |
wind_speed |
0.22 |
-0.001 |
| ugosa |
0.22 |
. |
ugosa |
0.12 |
. |
ugos |
0.2 |
. |
| o2sat_WOA_clim |
0.2 |
. |
northward_wind |
0.12 |
. |
sss_cruise |
0.16 |
. |
| sss_cruise |
0.14 |
0.025 |
o2sat_WOA_clim |
0.08 |
. |
o2sat_WOA_clim |
0.09 |
. |
| sst_cruise |
0.14 |
-0.044 |
sss_cruise |
0.07 |
. |
vgos |
0.09 |
. |
| northward_wind |
0.11 |
. |
sst_cruise |
0.07 |
. |
northward_wind |
0.08 |
. |
| vgos |
0.1 |
. |
vgos |
0.07 |
. |
sst_cruise |
0.06 |
. |
| sla |
0.09 |
. |
density_WOA_clim |
0.03 |
. |
density_WOA_clim |
0.05 |
. |
| density_WOA_clim |
0.06 |
. |
sla |
0.02 |
. |
sla |
0.05 |
. |
| surface_downward_eastward_stress |
0.06 |
. |
phosphate_WOA_clim |
0.01 |
. |
surface_downward_eastward_stress |
0.03 |
. |
| sss |
0.04 |
. |
sss |
0.01 |
. |
sss |
0.02 |
. |
| phosphate_WOA_clim |
0.01 |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| sst |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
Si |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
sst |
. |
. |
| PP |
. |
. |
wind_stress |
. |
. |
PP |
. |
. |
| wind_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_stress |
. |
. |
KM1602 pro2
beta coefficients
| par_3 |
0.63 |
0.039 |
par_3 |
0.58 |
-0.061 |
surface_downward_northward_stress |
0.52 |
0.004 |
| par_9 |
0.59 |
0.07 |
par |
0.54 |
-0.068 |
eastward_wind |
0.46 |
-0.024 |
| par_6 |
0.58 |
0.106 |
par_6 |
0.29 |
. |
par |
0.41 |
0.008 |
| par |
0.5 |
0.074 |
surface_downward_northward_stress |
0.26 |
. |
par_12 |
0.41 |
-0.001 |
| par_12 |
0.36 |
0.023 |
par_9 |
0.22 |
. |
par_3 |
0.34 |
. |
| Fe |
0.29 |
0.001 |
par_12 |
0.22 |
-0.014 |
par_6 |
0.32 |
. |
| eastward_wind |
0.18 |
. |
Fe |
0.22 |
. |
Fe |
0.27 |
0.012 |
| wind_speed |
0.18 |
. |
wind_speed |
0.22 |
. |
vgosa |
0.25 |
-0.001 |
| ugos |
0.15 |
0.004 |
ugosa |
0.12 |
. |
par_9 |
0.24 |
0.001 |
| vgosa |
0.13 |
-0.013 |
northward_wind |
0.12 |
. |
wind_speed |
0.14 |
. |
| ugosa |
0.13 |
. |
ugos |
0.08 |
. |
ugosa |
0.11 |
. |
| surface_downward_northward_stress |
0.12 |
. |
vgosa |
0.06 |
. |
northward_wind |
0.09 |
. |
| sss_cruise |
0.09 |
0.016 |
eastward_wind |
0.06 |
. |
ugos |
0.08 |
. |
| sst_cruise |
0.08 |
. |
o2sat_WOA_clim |
0.04 |
. |
sss_cruise |
0.05 |
. |
| o2sat_WOA_clim |
0.06 |
. |
vgos |
0.03 |
. |
o2sat_WOA_clim |
0.03 |
. |
| vgos |
0.04 |
. |
sss_cruise |
0.02 |
. |
vgos |
0.03 |
. |
| northward_wind |
0.04 |
. |
sla |
0.01 |
. |
sla |
0.03 |
. |
| sla |
0.02 |
. |
wind_stress |
0.01 |
. |
sss |
0.02 |
. |
| sss |
0.02 |
. |
sss |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| wind_stress |
0.01 |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
Si |
. |
. |
| Si |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| sst |
. |
. |
sst |
. |
. |
PP |
. |
. |
| PP |
. |
. |
PP |
. |
. |
wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1602 rest2_
beta coefficients
| Fe |
0.45 |
-0.09 |
par_6 |
0.42 |
-0.005 |
vgosa |
0.38 |
-0.003 |
| par_9 |
0.36 |
0.043 |
par_3 |
0.31 |
-0.006 |
par_9 |
0.3 |
. |
| par_3 |
0.33 |
. |
surface_downward_northward_stress |
0.31 |
-0.024 |
par_12 |
0.28 |
. |
| par |
0.3 |
. |
par |
0.3 |
-0.001 |
surface_downward_northward_stress |
0.27 |
. |
| eastward_wind |
0.28 |
0.114 |
eastward_wind |
0.26 |
0.008 |
par_6 |
0.26 |
. |
| par_12 |
0.24 |
. |
wind_speed |
0.21 |
. |
par |
0.25 |
. |
| ugosa |
0.2 |
. |
par_9 |
0.2 |
. |
Fe |
0.22 |
. |
| vgosa |
0.19 |
. |
par_12 |
0.2 |
. |
par_3 |
0.21 |
. |
| surface_downward_northward_stress |
0.17 |
. |
northward_wind |
0.2 |
. |
wind_speed |
0.21 |
. |
| par_6 |
0.16 |
. |
Fe |
0.18 |
. |
ugosa |
0.19 |
. |
| wind_speed |
0.09 |
. |
ugosa |
0.16 |
. |
northward_wind |
0.18 |
. |
| northward_wind |
0.07 |
. |
ugos |
0.1 |
. |
ugos |
0.14 |
. |
| vgos |
0.05 |
. |
vgosa |
0.09 |
. |
eastward_wind |
0.14 |
. |
| o2sat_WOA_clim |
0.03 |
. |
sss |
0.08 |
. |
sss_cruise |
0.05 |
. |
| ugos |
0.03 |
. |
sss_cruise |
0.07 |
. |
vgos |
0.04 |
. |
| sla |
0.02 |
. |
vgos |
0.05 |
. |
sla |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
sla |
0.03 |
. |
density_WOA_clim |
0.01 |
. |
| wind_stress |
0.01 |
. |
density_WOA_clim |
0.02 |
. |
phosphate_WOA_clim |
0.01 |
. |
| sss |
0.01 |
. |
o2sat_WOA_clim |
0.02 |
. |
sst_cruise |
0.01 |
. |
| density_WOA_clim |
. |
. |
phosphate_WOA_clim |
0.01 |
. |
sss |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
Si |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| sst |
. |
. |
PP |
. |
. |
PP |
. |
. |
| PP |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
KOK1604 pico2_1
beta coefficients
| par_3 |
0.343 |
0.089 |
par_3 |
0.485 |
-0.041 |
ugos |
0.404 |
-0.035 |
| par_9 |
0.343 |
0.085 |
par_6 |
0.485 |
-0.047 |
par |
0.333 |
0.124 |
| par_12 |
0.283 |
0.123 |
ugos |
0.242 |
. |
par_6 |
0.333 |
-0.041 |
| par |
0.273 |
0.125 |
wind_stress |
0.202 |
0.007 |
par_9 |
0.141 |
0.045 |
| ugos |
0.253 |
-0.005 |
vgosa |
0.192 |
0.012 |
par_12 |
0.121 |
0.012 |
| par_6 |
0.222 |
0.112 |
par_9 |
0.182 |
. |
vgosa |
0.091 |
0.003 |
| vgosa |
0.131 |
0.025 |
par |
0.172 |
. |
ugosa |
0.04 |
. |
| wind_stress |
0.081 |
. |
ugosa |
0.162 |
. |
par_3 |
0.03 |
. |
| ugosa |
0.061 |
. |
par_12 |
0.131 |
0.013 |
wind_stress |
0.02 |
. |
| Fe |
0.051 |
. |
Fe |
0.081 |
0.05 |
Fe |
0.01 |
. |
| vgos |
0.02 |
. |
surface_downward_northward_stress |
0.051 |
. |
northward_wind |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
vgos |
0.02 |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
sss |
0.02 |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
density_WOA_clim |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
surface_downward_eastward_stress |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| Si |
. |
. |
sss_cruise |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
sst_cruise |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
NO3 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
CHL |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
sst |
. |
. |
| sst |
. |
. |
PO4 |
. |
. |
PP |
. |
. |
| PP |
. |
. |
O2 |
. |
. |
vgos |
. |
. |
| sla |
. |
. |
sst |
. |
. |
sla |
. |
. |
| eastward_wind |
. |
. |
PP |
. |
. |
eastward_wind |
. |
. |
| wind_speed |
. |
. |
sla |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
eastward_wind |
. |
. |
wind_speed |
. |
. |
| northward_wind |
. |
. |
wind_speed |
. |
. |
surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
northward_wind |
. |
. |
sss |
. |
. |
KOK1604 small
beta coefficients
| par_3 |
0.758 |
0.039 |
par_6 |
0.556 |
0.042 |
par_6 |
0.121 |
0.002 |
| par_6 |
0.586 |
0.072 |
par |
0.212 |
-0.018 |
par_12 |
0.04 |
. |
| par_12 |
0.394 |
-0.017 |
par_3 |
0.111 |
. |
wind_stress |
0.04 |
. |
| par |
0.333 |
0.041 |
ugos |
0.071 |
0.005 |
par |
0.03 |
. |
| ugos |
0.242 |
-0.011 |
wind_stress |
0.051 |
. |
par_3 |
0.02 |
. |
| wind_stress |
0.192 |
-0.025 |
vgosa |
0.04 |
. |
ugosa |
0.01 |
. |
| par_9 |
0.04 |
. |
par_12 |
0.03 |
. |
surface_downward_northward_stress |
0.01 |
. |
| vgosa |
0.04 |
. |
par_9 |
0.02 |
. |
AOU_WOA_clim |
. |
. |
| Fe |
0.01 |
. |
ugosa |
0.02 |
. |
density_WOA_clim |
. |
. |
| vgos |
0.01 |
. |
AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
par_9 |
. |
. |
| sss_cruise |
. |
. |
sst_cruise |
. |
. |
Si |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
Fe |
. |
. |
| sst |
. |
. |
Fe |
. |
. |
PP |
. |
. |
| PP |
. |
. |
PP |
. |
. |
vgosa |
. |
. |
| sla |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| ugosa |
. |
. |
sla |
. |
. |
sla |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
ugos |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
wind_speed |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1604 bg
beta coefficients
| par_3 |
0.515 |
-0.045 |
par |
0.414 |
-0.015 |
vgosa |
0.182 |
-0.052 |
| par_6 |
0.434 |
. |
par_6 |
0.364 |
0.099 |
par_12 |
0.162 |
. |
| par |
0.081 |
. |
par_3 |
0.162 |
0.02 |
par_3 |
0.121 |
. |
| ugos |
0.081 |
0.022 |
ugos |
0.081 |
. |
ugosa |
0.091 |
. |
| wind_stress |
0.071 |
. |
vgosa |
0.04 |
. |
ugos |
0.091 |
. |
| vgosa |
0.051 |
. |
par_12 |
0.02 |
. |
par |
0.061 |
0 |
| par_12 |
0.04 |
. |
ugosa |
0.01 |
. |
wind_stress |
0.061 |
0.014 |
| ugosa |
0.02 |
. |
wind_stress |
0.01 |
. |
par_6 |
0.03 |
. |
| par_9 |
0.01 |
. |
AOU_WOA_clim |
. |
. |
par_9 |
0.01 |
. |
| vgos |
0.01 |
. |
density_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| surface_downward_northward_stress |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
sss_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
par_9 |
. |
. |
sst_cruise |
. |
. |
| sss_cruise |
. |
. |
Si |
. |
. |
Si |
. |
. |
| sst_cruise |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
Fe |
. |
. |
Fe |
. |
. |
| sst |
. |
. |
PP |
. |
. |
PP |
. |
. |
| Fe |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| PP |
. |
. |
sla |
. |
. |
sla |
. |
. |
| sla |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| wind_speed |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1604 bead
beta coefficients
| par_12 |
0.525 |
0.052 |
par_9 |
0.404 |
0.018 |
par |
0.616 |
-0.03 |
| par_9 |
0.313 |
0.015 |
par_6 |
0.232 |
. |
vgosa |
0.455 |
-0.01 |
| par |
0.182 |
. |
par_12 |
0.202 |
0.002 |
par_9 |
0.343 |
0 |
| par_6 |
0.131 |
0.006 |
vgosa |
0.141 |
. |
par_3 |
0.283 |
-0.003 |
| vgosa |
0.101 |
. |
par |
0.121 |
-0.007 |
ugos |
0.162 |
. |
| par_3 |
0.071 |
. |
ugos |
0.121 |
0.005 |
wind_stress |
0.141 |
. |
| wind_stress |
0.061 |
. |
par_3 |
0.081 |
. |
ugosa |
0.111 |
. |
| Fe |
0.04 |
. |
wind_stress |
0.081 |
. |
par_12 |
0.091 |
. |
| ugos |
0.02 |
. |
vgos |
0.02 |
. |
par_6 |
0.04 |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
Fe |
0.02 |
. |
| density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
vgos |
0.01 |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| Si |
. |
. |
Si |
. |
. |
sss_cruise |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
sst_cruise |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
Si |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
NO3 |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
CHL |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
PHYC |
. |
. |
| sst |
. |
. |
sst |
. |
. |
PO4 |
. |
. |
| PP |
. |
. |
Fe |
. |
. |
O2 |
. |
. |
| vgos |
. |
. |
PP |
. |
. |
sst |
. |
. |
| sla |
. |
. |
sla |
. |
. |
PP |
. |
. |
| ugosa |
. |
. |
ugosa |
. |
. |
sla |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1604 rest1_2
beta coefficients
| par_3 |
0.232 |
-0.014 |
par |
0.192 |
-0.039 |
par_12 |
0.111 |
. |
| par_6 |
0.182 |
-0.028 |
vgosa |
0.182 |
0.051 |
par_3 |
0.101 |
-0.01 |
| par_9 |
0.152 |
-0.043 |
par_6 |
0.131 |
. |
ugos |
0.091 |
-0.025 |
| vgosa |
0.141 |
-0.012 |
par_12 |
0.091 |
. |
par_9 |
0.081 |
0.013 |
| par_12 |
0.131 |
0.029 |
par_3 |
0.04 |
. |
vgosa |
0.071 |
. |
| wind_stress |
0.111 |
0.052 |
wind_stress |
0.03 |
. |
wind_stress |
0.051 |
. |
| ugos |
0.051 |
. |
ugosa |
0.01 |
. |
par |
0.04 |
-0.003 |
| par |
0.04 |
. |
ugos |
0.01 |
. |
par_6 |
0.03 |
. |
| Fe |
0.01 |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| ugosa |
0.01 |
. |
density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
sss_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
sst_cruise |
. |
. |
| sss_cruise |
. |
. |
par_9 |
. |
. |
Si |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
Fe |
. |
. |
| sst |
. |
. |
Fe |
. |
. |
PP |
. |
. |
| PP |
. |
. |
PP |
. |
. |
vgos |
. |
. |
| vgos |
. |
. |
vgos |
. |
. |
sla |
. |
. |
| sla |
. |
. |
sla |
. |
. |
ugosa |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1604 pico1_
beta coefficients
| par_3 |
1 |
0.114 |
par_6 |
0.909 |
0.211 |
par |
1 |
0.185 |
| par_6 |
0.97 |
0.249 |
par |
0.818 |
-0.01 |
par_9 |
0.758 |
0.036 |
| par |
0.96 |
0.184 |
wind_stress |
0.788 |
0.069 |
ugos |
0.657 |
. |
| par_9 |
0.909 |
0.043 |
ugos |
0.717 |
0.037 |
par_3 |
0.465 |
0.005 |
| wind_stress |
0.838 |
-0.065 |
par_9 |
0.606 |
0.02 |
par_6 |
0.424 |
0.082 |
| ugos |
0.576 |
-0.019 |
par_3 |
0.566 |
-0.03 |
wind_stress |
0.374 |
-0.003 |
| Fe |
0.414 |
-0.061 |
par_12 |
0.444 |
-0.01 |
par_12 |
0.343 |
-0.014 |
| vgosa |
0.404 |
-0.033 |
vgosa |
0.354 |
. |
vgosa |
0.343 |
. |
| par_12 |
0.394 |
-0.022 |
Fe |
0.212 |
. |
wind_speed |
0.091 |
. |
| sss |
0.111 |
0.191 |
surface_downward_northward_stress |
0.111 |
. |
ugosa |
0.071 |
. |
| vgos |
0.081 |
. |
surface_downward_eastward_stress |
0.071 |
. |
Fe |
0.03 |
. |
| surface_downward_northward_stress |
0.061 |
. |
ugosa |
0.03 |
. |
surface_downward_northward_stress |
0.02 |
. |
| surface_downward_eastward_stress |
0.04 |
. |
vgos |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
0.02 |
. |
sss |
0.01 |
. |
density_WOA_clim |
. |
. |
| ugosa |
0.01 |
. |
AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| northward_wind |
0.01 |
. |
density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
Si |
. |
. |
| sss_cruise |
. |
. |
sst_cruise |
. |
. |
NO3 |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
PP |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
vgos |
. |
. |
| sst |
. |
. |
PP |
. |
. |
sla |
. |
. |
| PP |
. |
. |
sla |
. |
. |
eastward_wind |
. |
. |
| sla |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| eastward_wind |
. |
. |
wind_speed |
. |
. |
northward_wind |
. |
. |
| wind_speed |
. |
. |
northward_wind |
. |
. |
sss |
. |
. |
KOK1604 rest1_1
beta coefficients
| par_6 |
0.394 |
. |
vgosa |
0.313 |
. |
ugos |
0.152 |
. |
| par_12 |
0.333 |
. |
par |
0.162 |
. |
par_9 |
0.141 |
. |
| par_3 |
0.313 |
-0.13 |
par_3 |
0.081 |
. |
par_12 |
0.121 |
. |
| par_9 |
0.263 |
. |
par_12 |
0.081 |
. |
par_3 |
0.081 |
. |
| vgosa |
0.222 |
. |
par_6 |
0.071 |
. |
par_6 |
0.061 |
. |
| wind_stress |
0.192 |
. |
par_9 |
0.051 |
. |
par |
0.051 |
. |
| par |
0.091 |
-0.002 |
ugos |
0.04 |
. |
vgosa |
0.051 |
. |
| ugos |
0.03 |
. |
wind_stress |
0.02 |
. |
ugosa |
0.02 |
. |
| Fe |
0.02 |
. |
ugosa |
0.01 |
. |
wind_stress |
0.02 |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
sss_cruise |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
Si |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
sst |
. |
. |
sst |
. |
. |
| PP |
. |
. |
Fe |
. |
. |
Fe |
. |
. |
| vgos |
. |
. |
PP |
. |
. |
PP |
. |
. |
| sla |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| ugosa |
. |
. |
sla |
. |
. |
sla |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1604 rest2_
beta coefficients
| par_3 |
0.232 |
. |
par |
0.394 |
-0.023 |
par_3 |
0.081 |
. |
| ugos |
0.182 |
. |
par_6 |
0.091 |
. |
par_6 |
0.071 |
. |
| par_6 |
0.141 |
. |
par_12 |
0.051 |
. |
par |
0.03 |
. |
| par |
0.101 |
. |
vgosa |
0.051 |
. |
par_9 |
0.02 |
. |
| par_12 |
0.101 |
. |
wind_stress |
0.03 |
. |
par_12 |
0.02 |
. |
| vgosa |
0.091 |
-0.022 |
par_3 |
0.02 |
. |
vgosa |
0.02 |
. |
| wind_stress |
0.061 |
. |
ugos |
0.02 |
. |
wind_stress |
0.02 |
. |
| par_9 |
0.04 |
. |
ugosa |
0.01 |
. |
ugosa |
0.01 |
. |
| ugosa |
0.04 |
. |
AOU_WOA_clim |
. |
. |
ugos |
0.01 |
. |
| vgos |
0.02 |
. |
density_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
sss_cruise |
. |
. |
| sss_cruise |
. |
. |
par_9 |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
Si |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| sst |
. |
. |
Fe |
. |
. |
Fe |
. |
. |
| Fe |
. |
. |
PP |
. |
. |
PP |
. |
. |
| PP |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| sla |
. |
. |
sla |
. |
. |
sla |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1604 pico3_
beta coefficients
| par_6 |
0.253 |
0.057 |
par_12 |
0.182 |
-0.055 |
par |
0.263 |
-0.018 |
| ugos |
0.182 |
0.016 |
par |
0.141 |
. |
par_12 |
0.101 |
0.005 |
| par |
0.131 |
. |
vgosa |
0.141 |
-0.024 |
par_6 |
0.091 |
. |
| par_3 |
0.071 |
. |
wind_stress |
0.081 |
-0.001 |
vgosa |
0.061 |
. |
| par_12 |
0.051 |
. |
par_3 |
0.04 |
. |
ugos |
0.04 |
. |
| vgosa |
0.051 |
. |
ugosa |
0.04 |
. |
par_3 |
0.03 |
. |
| wind_stress |
0.051 |
-0.01 |
ugos |
0.03 |
. |
par_9 |
0.03 |
. |
| par_9 |
0.03 |
. |
par_6 |
0.02 |
. |
ugosa |
0.02 |
. |
| ugosa |
0.03 |
. |
par_9 |
0.01 |
. |
wind_stress |
0.02 |
-0.008 |
| Fe |
0.01 |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
sss_cruise |
. |
. |
| sss_cruise |
. |
. |
sst_cruise |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
Si |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| sst |
. |
. |
Fe |
. |
. |
Fe |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PP |
. |
. |
| vgos |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| sla |
. |
. |
sla |
. |
. |
sla |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1604 pro1
beta coefficients
| par |
1 |
0.102 |
par |
1 |
-0.103 |
par_6 |
0.818 |
0.008 |
| par_3 |
1 |
0.129 |
par_6 |
1 |
0.15 |
wind_stress |
0.293 |
-0.003 |
| par_6 |
1 |
0.185 |
wind_stress |
0.798 |
-0.06 |
par_12 |
0.253 |
. |
| wind_stress |
0.98 |
-0.121 |
par_12 |
0.606 |
0.064 |
par |
0.172 |
-0.001 |
| par_12 |
0.818 |
-0.02 |
par_3 |
0.576 |
0.024 |
par_9 |
0.141 |
. |
| ugos |
0.687 |
-0.045 |
ugos |
0.566 |
. |
surface_downward_northward_stress |
0.121 |
0.004 |
| par_9 |
0.616 |
. |
par_9 |
0.455 |
-0.066 |
ugos |
0.111 |
. |
| vgos |
0.465 |
-0.043 |
vgosa |
0.404 |
-0.005 |
par_3 |
0.081 |
. |
| Fe |
0.434 |
-0.057 |
ugosa |
0.061 |
. |
Fe |
0.081 |
0.004 |
| surface_downward_northward_stress |
0.414 |
0.059 |
vgos |
0.051 |
-0.017 |
vgosa |
0.04 |
. |
| vgosa |
0.313 |
. |
Fe |
0.02 |
. |
ugosa |
0.02 |
. |
| o2sat_WOA_clim |
0.212 |
0.217 |
surface_downward_northward_stress |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| sss |
0.101 |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| ugosa |
0.091 |
. |
density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| northward_wind |
0.04 |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| density_WOA_clim |
0.02 |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| wind_speed |
0.02 |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
0.01 |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| sla |
0.01 |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| salinity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
sst_cruise |
. |
. |
| conductivity_WOA_clim |
. |
. |
sst_cruise |
. |
. |
Si |
. |
. |
| nitrate_WOA_clim |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| sss_cruise |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| sst_cruise |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| Si |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| NO3 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| CHL |
. |
. |
sst |
. |
. |
PP |
. |
. |
| PHYC |
. |
. |
PP |
. |
. |
vgos |
. |
. |
| PO4 |
. |
. |
sla |
. |
. |
sla |
. |
. |
| O2 |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| sst |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| PP |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| eastward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1606 rest1_1
beta coefficients
| PP |
0.93 |
0.047 |
par |
0.78 |
-0.053 |
PP |
0.93 |
0.144 |
| sla |
0.84 |
-0.049 |
par_12 |
0.73 |
0.014 |
par |
0.87 |
-0.032 |
| AOU_WOA_clim |
0.7 |
-0.055 |
sss |
0.68 |
-0.135 |
sla |
0.73 |
0.019 |
| par_3 |
0.66 |
-0.016 |
sst_cruise |
0.66 |
-0.141 |
surface_downward_northward_stress |
0.66 |
. |
| surface_downward_northward_stress |
0.65 |
0.008 |
phosphate_WOA_clim |
0.64 |
. |
par_9 |
0.61 |
0.007 |
| wind_speed |
0.57 |
-0.034 |
surface_downward_northward_stress |
0.58 |
0.005 |
vgos |
0.55 |
-0.002 |
| par |
0.56 |
0.003 |
ugos |
0.57 |
0.024 |
wind_speed |
0.54 |
0.021 |
| par_6 |
0.56 |
-0.008 |
PO4 |
0.53 |
0.081 |
par_6 |
0.53 |
. |
| vgos |
0.55 |
. |
Fe |
0.47 |
. |
ugosa |
0.51 |
0.017 |
| par_12 |
0.5 |
0.006 |
PP |
0.44 |
0.021 |
Fe |
0.48 |
-0.031 |
| ugos |
0.48 |
-0.003 |
par_3 |
0.37 |
-0.004 |
density_WOA_clim |
0.44 |
0.002 |
| density_WOA_clim |
0.46 |
-0.045 |
par_6 |
0.36 |
. |
par_12 |
0.44 |
. |
| o2sat_WOA_clim |
0.46 |
0.063 |
AOU_WOA_clim |
0.35 |
-0.004 |
par_3 |
0.41 |
-0.017 |
| phosphate_WOA_clim |
0.39 |
-0.011 |
par_9 |
0.31 |
. |
AOU_WOA_clim |
0.28 |
. |
| sss |
0.39 |
-0.039 |
vgos |
0.31 |
. |
vgosa |
0.26 |
. |
| sst_cruise |
0.34 |
-0.016 |
sla |
0.29 |
. |
eastward_wind |
0.25 |
. |
| par_9 |
0.34 |
. |
ugosa |
0.27 |
. |
sst_cruise |
0.23 |
-0.002 |
| surface_downward_eastward_stress |
0.32 |
. |
wind_speed |
0.27 |
. |
surface_downward_eastward_stress |
0.22 |
. |
| vgosa |
0.3 |
0.007 |
vgosa |
0.25 |
. |
o2sat_WOA_clim |
0.2 |
. |
| sss_cruise |
0.24 |
-0.053 |
northward_wind |
0.2 |
. |
O2 |
0.19 |
. |
| wind_stress |
0.21 |
. |
density_WOA_clim |
0.19 |
. |
northward_wind |
0.18 |
-0.012 |
| Fe |
0.17 |
. |
o2sat_WOA_clim |
0.15 |
. |
phosphate_WOA_clim |
0.16 |
0.01 |
| northward_wind |
0.16 |
. |
sst |
0.15 |
. |
sss |
0.15 |
. |
| PO4 |
0.14 |
0.002 |
eastward_wind |
0.13 |
. |
ugos |
0.11 |
. |
| ugosa |
0.11 |
. |
O2 |
0.12 |
. |
oxygen_WOA_clim |
0.1 |
. |
| eastward_wind |
0.11 |
. |
surface_downward_eastward_stress |
0.08 |
0.001 |
wind_stress |
0.1 |
. |
| O2 |
0.07 |
. |
wind_stress |
0.05 |
. |
nitrate_WOA_clim |
0.02 |
. |
| sst |
0.06 |
. |
nitrate_WOA_clim |
0.04 |
. |
sst |
0.02 |
. |
| NO3 |
0.03 |
. |
sss_cruise |
0.03 |
. |
NO3 |
0.01 |
. |
| silicate_WOA_clim |
0.02 |
. |
oxygen_WOA_clim |
0.01 |
. |
PO4 |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
NO3 |
0.01 |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| Si |
. |
. |
Si |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
KOK1606 bg2
beta coefficients
| par_6 |
0.7 |
-0.09 |
PP |
0.76 |
. |
par_9 |
0.69 |
. |
| AOU_WOA_clim |
0.57 |
-0.268 |
par |
0.51 |
. |
PP |
0.59 |
0.207 |
| par_3 |
0.53 |
-0.048 |
ugos |
0.5 |
. |
sla |
0.54 |
. |
| PP |
0.51 |
-0.007 |
sst_cruise |
0.42 |
. |
par |
0.51 |
. |
| sla |
0.5 |
-0.191 |
par_12 |
0.42 |
. |
vgos |
0.5 |
0 |
| vgos |
0.49 |
0.021 |
vgos |
0.42 |
. |
AOU_WOA_clim |
0.39 |
. |
| wind_speed |
0.49 |
. |
Fe |
0.41 |
. |
Fe |
0.35 |
. |
| par_12 |
0.36 |
. |
phosphate_WOA_clim |
0.4 |
. |
northward_wind |
0.34 |
. |
| par |
0.35 |
. |
par_3 |
0.31 |
. |
par_12 |
0.32 |
-0.002 |
| surface_downward_northward_stress |
0.35 |
0.002 |
par_9 |
0.31 |
-0.01 |
surface_downward_northward_stress |
0.31 |
. |
| par_9 |
0.33 |
. |
PO4 |
0.29 |
. |
wind_stress |
0.3 |
. |
| northward_wind |
0.3 |
0.02 |
sla |
0.29 |
. |
ugosa |
0.29 |
. |
| vgosa |
0.24 |
. |
northward_wind |
0.28 |
. |
par_3 |
0.28 |
. |
| ugos |
0.23 |
. |
sss |
0.27 |
. |
wind_speed |
0.26 |
0.029 |
| phosphate_WOA_clim |
0.22 |
. |
vgosa |
0.24 |
. |
par_6 |
0.25 |
. |
| Fe |
0.21 |
0.14 |
ugosa |
0.24 |
. |
phosphate_WOA_clim |
0.19 |
. |
| ugosa |
0.21 |
. |
surface_downward_northward_stress |
0.22 |
. |
density_WOA_clim |
0.17 |
. |
| surface_downward_eastward_stress |
0.21 |
. |
density_WOA_clim |
0.21 |
. |
ugos |
0.16 |
0.046 |
| density_WOA_clim |
0.19 |
. |
wind_speed |
0.21 |
. |
sss |
0.16 |
-0.127 |
| o2sat_WOA_clim |
0.19 |
. |
AOU_WOA_clim |
0.19 |
0.131 |
sst_cruise |
0.13 |
. |
| sst_cruise |
0.17 |
. |
par_6 |
0.19 |
-0.017 |
PO4 |
0.11 |
. |
| wind_stress |
0.17 |
0.01 |
wind_stress |
0.14 |
-0.144 |
o2sat_WOA_clim |
0.09 |
. |
| sss |
0.17 |
. |
surface_downward_eastward_stress |
0.07 |
. |
vgosa |
0.09 |
. |
| sss_cruise |
0.12 |
. |
o2sat_WOA_clim |
0.06 |
. |
surface_downward_eastward_stress |
0.09 |
. |
| eastward_wind |
0.11 |
. |
O2 |
0.06 |
. |
eastward_wind |
0.08 |
. |
| PO4 |
0.09 |
. |
sst |
0.04 |
. |
NO3 |
0.05 |
. |
| O2 |
0.06 |
. |
eastward_wind |
0.04 |
. |
oxygen_WOA_clim |
0.03 |
. |
| sst |
0.05 |
. |
sss_cruise |
0.03 |
. |
sss_cruise |
0.02 |
. |
| oxygen_WOA_clim |
0.03 |
. |
PHYC |
0.01 |
. |
sst |
0.02 |
. |
| nitrate_WOA_clim |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
O2 |
0.01 |
. |
| NO3 |
0.01 |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| Si |
. |
. |
Si |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
KOK1606 bg1
beta coefficients
| AOU_WOA_clim |
0.81 |
. |
PP |
0.89 |
0.286 |
PP |
0.59 |
0.101 |
| PP |
0.77 |
0.126 |
par_3 |
0.45 |
-0.001 |
surface_downward_northward_stress |
0.53 |
0.121 |
| par_9 |
0.43 |
. |
vgos |
0.45 |
. |
ugosa |
0.48 |
. |
| vgos |
0.42 |
. |
par_6 |
0.44 |
. |
AOU_WOA_clim |
0.42 |
. |
| sla |
0.42 |
. |
vgosa |
0.44 |
0.013 |
par_6 |
0.38 |
. |
| par_6 |
0.38 |
-0.008 |
wind_speed |
0.38 |
. |
par_12 |
0.37 |
-0.004 |
| surface_downward_northward_stress |
0.35 |
. |
ugos |
0.33 |
0.032 |
sla |
0.37 |
. |
| par_3 |
0.27 |
. |
surface_downward_northward_stress |
0.33 |
. |
par_9 |
0.34 |
-0.053 |
| par |
0.26 |
. |
northward_wind |
0.31 |
-0.039 |
density_WOA_clim |
0.33 |
. |
| par_12 |
0.23 |
. |
phosphate_WOA_clim |
0.28 |
. |
vgos |
0.33 |
. |
| sss |
0.23 |
. |
par_9 |
0.28 |
. |
par_3 |
0.3 |
. |
| wind_speed |
0.21 |
. |
par |
0.26 |
-0.005 |
sss |
0.29 |
. |
| o2sat_WOA_clim |
0.18 |
. |
par_12 |
0.25 |
. |
vgosa |
0.28 |
. |
| wind_stress |
0.17 |
. |
sla |
0.25 |
0.008 |
par |
0.27 |
. |
| vgosa |
0.15 |
. |
ugosa |
0.24 |
. |
Fe |
0.24 |
. |
| Fe |
0.12 |
. |
AOU_WOA_clim |
0.2 |
. |
wind_stress |
0.24 |
. |
| surface_downward_eastward_stress |
0.12 |
. |
sst_cruise |
0.12 |
. |
eastward_wind |
0.21 |
. |
| northward_wind |
0.12 |
. |
Fe |
0.12 |
. |
sst_cruise |
0.19 |
. |
| ugosa |
0.11 |
. |
o2sat_WOA_clim |
0.11 |
. |
northward_wind |
0.18 |
. |
| eastward_wind |
0.09 |
. |
density_WOA_clim |
0.06 |
. |
wind_speed |
0.17 |
. |
| ugos |
0.08 |
. |
surface_downward_eastward_stress |
0.06 |
. |
o2sat_WOA_clim |
0.12 |
. |
| density_WOA_clim |
0.06 |
. |
eastward_wind |
0.04 |
. |
phosphate_WOA_clim |
0.11 |
. |
| phosphate_WOA_clim |
0.05 |
. |
wind_stress |
0.03 |
. |
ugos |
0.08 |
. |
| sst_cruise |
0.05 |
. |
sss |
0.03 |
. |
surface_downward_eastward_stress |
0.08 |
. |
| sss_cruise |
0.04 |
. |
silicate_WOA_clim |
0.02 |
. |
PO4 |
0.04 |
. |
| NO3 |
0.02 |
. |
PO4 |
0.02 |
. |
NO3 |
0.03 |
. |
| PO4 |
0.02 |
. |
sst |
0.02 |
. |
O2 |
0.03 |
. |
| O2 |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
sss_cruise |
0.02 |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
sst |
0.01 |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
salinity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
Si |
. |
. |
conductivity_WOA_clim |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
nitrate_WOA_clim |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
Si |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| sst |
. |
. |
O2 |
. |
. |
PHYC |
. |
. |
KOK1606 bead
beta coefficients
| PP |
0.73 |
0.1 |
PP |
0.85 |
0.054 |
PP |
0.85 |
0.115 |
| vgosa |
0.7 |
0.011 |
sla |
0.58 |
0.003 |
par |
0.76 |
-0.041 |
| par_6 |
0.6 |
0.033 |
par_9 |
0.56 |
0.008 |
par_9 |
0.7 |
-0.02 |
| eastward_wind |
0.53 |
0.072 |
sss |
0.55 |
-0.065 |
par_3 |
0.69 |
-0.007 |
| northward_wind |
0.52 |
0.004 |
vgos |
0.51 |
-0.011 |
sla |
0.59 |
0.009 |
| wind_speed |
0.47 |
-0.01 |
density_WOA_clim |
0.47 |
. |
AOU_WOA_clim |
0.47 |
-0.003 |
| density_WOA_clim |
0.43 |
0.006 |
northward_wind |
0.46 |
. |
wind_speed |
0.45 |
0.011 |
| par |
0.39 |
. |
par |
0.44 |
. |
Fe |
0.42 |
. |
| Fe |
0.34 |
-0.016 |
par_3 |
0.42 |
. |
vgos |
0.39 |
. |
| surface_downward_northward_stress |
0.33 |
. |
wind_speed |
0.39 |
. |
surface_downward_northward_stress |
0.35 |
-0.007 |
| sla |
0.3 |
. |
par_6 |
0.36 |
-0.001 |
par_6 |
0.33 |
. |
| par_3 |
0.28 |
. |
par_12 |
0.34 |
. |
vgosa |
0.32 |
. |
| ugos |
0.28 |
. |
ugosa |
0.31 |
. |
ugos |
0.31 |
. |
| sst_cruise |
0.24 |
. |
ugos |
0.26 |
. |
par_12 |
0.3 |
. |
| par_9 |
0.23 |
. |
surface_downward_northward_stress |
0.21 |
. |
northward_wind |
0.25 |
-0.005 |
| par_12 |
0.22 |
. |
vgosa |
0.2 |
. |
density_WOA_clim |
0.24 |
. |
| wind_stress |
0.22 |
. |
AOU_WOA_clim |
0.13 |
. |
o2sat_WOA_clim |
0.24 |
. |
| vgos |
0.19 |
. |
PO4 |
0.13 |
. |
ugosa |
0.16 |
. |
| AOU_WOA_clim |
0.16 |
. |
wind_stress |
0.12 |
. |
eastward_wind |
0.14 |
. |
| ugosa |
0.08 |
. |
sst_cruise |
0.1 |
. |
sst_cruise |
0.1 |
. |
| o2sat_WOA_clim |
0.07 |
. |
phosphate_WOA_clim |
0.09 |
. |
PO4 |
0.1 |
. |
| sss_cruise |
0.05 |
. |
eastward_wind |
0.08 |
. |
sss_cruise |
0.09 |
. |
| surface_downward_eastward_stress |
0.05 |
. |
Fe |
0.06 |
. |
NO3 |
0.08 |
. |
| Si |
0.04 |
. |
surface_downward_eastward_stress |
0.06 |
. |
surface_downward_eastward_stress |
0.08 |
. |
| silicate_WOA_clim |
0.03 |
. |
sss_cruise |
0.03 |
. |
nitrate_WOA_clim |
0.07 |
. |
| O2 |
0.03 |
. |
sst |
0.03 |
. |
sss |
0.07 |
. |
| sss |
0.03 |
. |
NO3 |
0.02 |
. |
phosphate_WOA_clim |
0.05 |
. |
| oxygen_WOA_clim |
0.02 |
. |
o2sat_WOA_clim |
0.01 |
. |
wind_stress |
0.05 |
. |
| NO3 |
0.02 |
. |
oxygen_WOA_clim |
0.01 |
. |
silicate_WOA_clim |
0.03 |
. |
| nitrate_WOA_clim |
0.01 |
. |
nitrate_WOA_clim |
0.01 |
. |
O2 |
0.03 |
. |
| phosphate_WOA_clim |
0.01 |
. |
Si |
0.01 |
. |
oxygen_WOA_clim |
0.02 |
. |
| PO4 |
0.01 |
. |
O2 |
0.01 |
. |
Si |
0.01 |
. |
| sst |
0.01 |
. |
salinity_WOA_clim |
. |
. |
sst |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
KOK1606 pico1_
beta coefficients
| sst_cruise |
0.99 |
0.275 |
par |
1 |
-0.097 |
par |
1 |
0.053 |
| par_3 |
0.99 |
0.04 |
sss |
1 |
-0.398 |
sla |
0.98 |
-0.028 |
| surface_downward_eastward_stress |
0.99 |
0.179 |
sla |
0.98 |
-0.19 |
phosphate_WOA_clim |
0.86 |
-0.03 |
| par_6 |
0.97 |
0.051 |
par_3 |
0.95 |
-0.082 |
ugos |
0.84 |
-0.005 |
| par_9 |
0.97 |
0.029 |
sst_cruise |
0.94 |
0.27 |
wind_speed |
0.83 |
0.013 |
| O2 |
0.94 |
-0.247 |
phosphate_WOA_clim |
0.89 |
-0.187 |
PP |
0.77 |
0.012 |
| PP |
0.91 |
0.099 |
PP |
0.86 |
0.106 |
par_3 |
0.73 |
. |
| par |
0.89 |
0.024 |
eastward_wind |
0.85 |
0.126 |
par_9 |
0.65 |
0 |
| vgos |
0.86 |
-0.02 |
northward_wind |
0.84 |
-0.072 |
eastward_wind |
0.63 |
. |
| par_12 |
0.8 |
-0.005 |
vgos |
0.81 |
-0.028 |
par_6 |
0.59 |
. |
| sla |
0.8 |
-0.069 |
par_9 |
0.79 |
. |
Fe |
0.53 |
. |
| phosphate_WOA_clim |
0.75 |
-0.085 |
par_12 |
0.78 |
-0.007 |
vgosa |
0.53 |
-0.002 |
| sss_cruise |
0.64 |
0.021 |
surface_downward_northward_stress |
0.74 |
-0.032 |
par_12 |
0.49 |
. |
| sst |
0.63 |
-0.052 |
par_6 |
0.73 |
-0.01 |
AOU_WOA_clim |
0.48 |
. |
| surface_downward_northward_stress |
0.6 |
0.008 |
PO4 |
0.7 |
-0.248 |
surface_downward_northward_stress |
0.48 |
. |
| ugosa |
0.56 |
0.006 |
o2sat_WOA_clim |
0.51 |
0.016 |
northward_wind |
0.46 |
-0.003 |
| wind_stress |
0.45 |
. |
sss_cruise |
0.45 |
-0.075 |
sst |
0.29 |
0.008 |
| sss |
0.45 |
. |
wind_stress |
0.45 |
. |
density_WOA_clim |
0.25 |
. |
| northward_wind |
0.44 |
. |
density_WOA_clim |
0.44 |
0.003 |
o2sat_WOA_clim |
0.24 |
. |
| silicate_WOA_clim |
0.43 |
0.023 |
silicate_WOA_clim |
0.44 |
. |
vgos |
0.24 |
. |
| wind_speed |
0.43 |
. |
ugos |
0.43 |
-0.007 |
sst_cruise |
0.23 |
. |
| NO3 |
0.41 |
. |
wind_speed |
0.43 |
0.001 |
PO4 |
0.23 |
. |
| density_WOA_clim |
0.38 |
. |
ugosa |
0.37 |
. |
sss_cruise |
0.16 |
. |
| o2sat_WOA_clim |
0.35 |
. |
surface_downward_eastward_stress |
0.22 |
. |
wind_stress |
0.14 |
. |
| oxygen_WOA_clim |
0.35 |
. |
vgosa |
0.21 |
. |
O2 |
0.11 |
. |
| ugos |
0.35 |
. |
sst |
0.2 |
. |
ugosa |
0.09 |
. |
| eastward_wind |
0.29 |
-0.034 |
Fe |
0.19 |
. |
sss |
0.08 |
. |
| Fe |
0.25 |
. |
O2 |
0.18 |
. |
oxygen_WOA_clim |
0.07 |
. |
| AOU_WOA_clim |
0.23 |
. |
oxygen_WOA_clim |
0.16 |
. |
NO3 |
0.07 |
. |
| PO4 |
0.17 |
. |
NO3 |
0.14 |
. |
Si |
0.03 |
. |
| CHL |
0.1 |
. |
AOU_WOA_clim |
0.12 |
. |
nitrate_WOA_clim |
0.02 |
. |
| vgosa |
0.09 |
. |
Si |
0.08 |
. |
surface_downward_eastward_stress |
0.02 |
. |
| Si |
0.02 |
. |
nitrate_WOA_clim |
0.03 |
. |
silicate_WOA_clim |
0.01 |
. |
| PHYC |
0.02 |
. |
CHL |
0.03 |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
0.02 |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
0.01 |
. |
CHL |
. |
. |
| nitrate_WOA_clim |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
KOK1606 rest2_
beta coefficients
| PP |
0.96 |
0.139 |
northward_wind |
0.76 |
0.006 |
sst_cruise |
1 |
-0.044 |
| par_3 |
0.89 |
. |
PP |
0.74 |
0.019 |
surface_downward_northward_stress |
0.98 |
0.006 |
| par |
0.83 |
-0.018 |
par |
0.52 |
. |
par |
0.92 |
-0.003 |
| sla |
0.67 |
0.147 |
wind_speed |
0.44 |
. |
par_3 |
0.75 |
. |
| wind_speed |
0.58 |
. |
vgos |
0.42 |
. |
AOU_WOA_clim |
0.65 |
. |
| par_12 |
0.57 |
. |
density_WOA_clim |
0.4 |
. |
sla |
0.64 |
0.021 |
| vgosa |
0.57 |
. |
eastward_wind |
0.36 |
0.003 |
phosphate_WOA_clim |
0.59 |
0.011 |
| par_9 |
0.39 |
. |
par_3 |
0.35 |
-0.006 |
par_12 |
0.56 |
. |
| par_6 |
0.37 |
. |
sst |
0.32 |
. |
wind_speed |
0.42 |
. |
| density_WOA_clim |
0.36 |
. |
par_6 |
0.31 |
. |
par_6 |
0.27 |
. |
| surface_downward_northward_stress |
0.36 |
0.009 |
AOU_WOA_clim |
0.3 |
. |
vgos |
0.25 |
. |
| northward_wind |
0.24 |
. |
sla |
0.24 |
0.008 |
PP |
0.23 |
. |
| sst_cruise |
0.23 |
. |
ugosa |
0.19 |
. |
ugosa |
0.23 |
-0.001 |
| surface_downward_eastward_stress |
0.22 |
0.001 |
Fe |
0.18 |
. |
par_9 |
0.15 |
. |
| AOU_WOA_clim |
0.19 |
. |
par_9 |
0.16 |
. |
surface_downward_eastward_stress |
0.15 |
0.003 |
| ugosa |
0.17 |
. |
vgosa |
0.14 |
. |
sss |
0.13 |
. |
| vgos |
0.16 |
. |
par_12 |
0.12 |
. |
vgosa |
0.12 |
. |
| ugos |
0.15 |
. |
ugos |
0.1 |
. |
northward_wind |
0.12 |
. |
| wind_stress |
0.15 |
-0.026 |
surface_downward_eastward_stress |
0.1 |
. |
Fe |
0.1 |
. |
| phosphate_WOA_clim |
0.13 |
. |
sss |
0.06 |
. |
eastward_wind |
0.09 |
. |
| sss_cruise |
0.1 |
. |
surface_downward_northward_stress |
0.05 |
. |
ugos |
0.07 |
. |
| eastward_wind |
0.09 |
. |
wind_stress |
0.04 |
. |
density_WOA_clim |
0.02 |
. |
| o2sat_WOA_clim |
0.07 |
0.009 |
silicate_WOA_clim |
0.03 |
. |
sss_cruise |
0.02 |
. |
| PO4 |
0.07 |
. |
phosphate_WOA_clim |
0.02 |
. |
NO3 |
0.02 |
. |
| Fe |
0.06 |
. |
o2sat_WOA_clim |
0.01 |
. |
O2 |
0.02 |
. |
| sst |
0.05 |
. |
sst_cruise |
0.01 |
. |
sst |
0.01 |
. |
| sss |
0.04 |
. |
Si |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| silicate_WOA_clim |
0.02 |
. |
NO3 |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| nitrate_WOA_clim |
0.01 |
. |
PO4 |
0.01 |
. |
salinity_WOA_clim |
. |
. |
| NO3 |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| O2 |
0.01 |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
Si |
. |
. |
| conductivity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
CHL |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
wind_stress |
. |
. |
KOK1606 pico3_
beta coefficients
| PP |
0.76 |
-0.1 |
PP |
0.91 |
0.168 |
wind_speed |
0.77 |
. |
| AOU_WOA_clim |
0.68 |
. |
ugosa |
0.69 |
0.032 |
par_3 |
0.62 |
-0.001 |
| par_6 |
0.67 |
0.061 |
northward_wind |
0.62 |
-0.03 |
Fe |
0.62 |
. |
| sla |
0.65 |
0.057 |
sla |
0.61 |
0.031 |
AOU_WOA_clim |
0.58 |
-0.025 |
| par_9 |
0.58 |
. |
wind_stress |
0.61 |
-0.046 |
PP |
0.53 |
0.02 |
| par_3 |
0.56 |
0.032 |
vgos |
0.6 |
-0.005 |
ugosa |
0.47 |
. |
| northward_wind |
0.38 |
. |
par_6 |
0.57 |
0.027 |
sla |
0.46 |
. |
| surface_downward_northward_stress |
0.37 |
. |
par |
0.55 |
-0.014 |
sss |
0.44 |
. |
| vgos |
0.34 |
. |
density_WOA_clim |
0.53 |
. |
par_12 |
0.43 |
. |
| phosphate_WOA_clim |
0.33 |
. |
par_12 |
0.38 |
. |
par_9 |
0.37 |
. |
| wind_stress |
0.32 |
. |
AOU_WOA_clim |
0.33 |
. |
par |
0.36 |
. |
| par_12 |
0.3 |
. |
par_9 |
0.32 |
. |
par_6 |
0.33 |
-0.006 |
| Fe |
0.27 |
-0.064 |
sss |
0.25 |
. |
vgos |
0.29 |
-0.002 |
| wind_speed |
0.26 |
-0.095 |
par_3 |
0.21 |
. |
northward_wind |
0.29 |
. |
| par |
0.24 |
. |
surface_downward_northward_stress |
0.21 |
. |
sss_cruise |
0.25 |
. |
| sss_cruise |
0.21 |
. |
phosphate_WOA_clim |
0.18 |
. |
vgosa |
0.25 |
. |
| PO4 |
0.19 |
. |
wind_speed |
0.11 |
. |
density_WOA_clim |
0.21 |
. |
| ugosa |
0.19 |
-0.007 |
sst_cruise |
0.07 |
. |
PO4 |
0.2 |
. |
| sss |
0.19 |
0.032 |
Fe |
0.07 |
. |
surface_downward_northward_stress |
0.18 |
. |
| vgosa |
0.18 |
. |
vgosa |
0.07 |
. |
phosphate_WOA_clim |
0.15 |
. |
| ugos |
0.17 |
. |
ugos |
0.07 |
. |
ugos |
0.14 |
. |
| eastward_wind |
0.16 |
. |
PO4 |
0.06 |
. |
wind_stress |
0.13 |
. |
| sst_cruise |
0.14 |
. |
surface_downward_eastward_stress |
0.06 |
. |
sst_cruise |
0.12 |
. |
| surface_downward_eastward_stress |
0.11 |
. |
sst |
0.05 |
. |
sst |
0.07 |
. |
| density_WOA_clim |
0.1 |
. |
NO3 |
0.04 |
. |
surface_downward_eastward_stress |
0.06 |
. |
| oxygen_WOA_clim |
0.03 |
. |
sss_cruise |
0.03 |
. |
o2sat_WOA_clim |
0.05 |
. |
| silicate_WOA_clim |
0.02 |
. |
eastward_wind |
0.03 |
. |
eastward_wind |
0.05 |
. |
| O2 |
0.02 |
. |
o2sat_WOA_clim |
0.01 |
. |
oxygen_WOA_clim |
0.03 |
. |
| CHL |
0.01 |
. |
oxygen_WOA_clim |
0.01 |
. |
silicate_WOA_clim |
0.02 |
. |
| sst |
0.01 |
. |
salinity_WOA_clim |
0.01 |
. |
NO3 |
0.02 |
. |
| o2sat_WOA_clim |
. |
. |
silicate_WOA_clim |
0.01 |
. |
O2 |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
Si |
0.01 |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
CHL |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
PHYC |
0.01 |
. |
nitrate_WOA_clim |
. |
. |
| Si |
. |
. |
conductivity_WOA_clim |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
nitrate_WOA_clim |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
PHYC |
. |
. |
KOK1606 pico2_1
beta coefficients
| Fe |
1 |
-0.231 |
par_3 |
1 |
-0.061 |
par |
1 |
0.105 |
| wind_stress |
0.96 |
0.202 |
sla |
1 |
0.033 |
par_12 |
0.95 |
0.012 |
| AOU_WOA_clim |
0.94 |
0.315 |
par |
0.97 |
-0.03 |
northward_wind |
0.95 |
0.045 |
| par |
0.91 |
0.021 |
par_9 |
0.91 |
-0.018 |
PP |
0.94 |
-0.037 |
| eastward_wind |
0.91 |
-0.17 |
par_12 |
0.8 |
-0.012 |
sst |
0.9 |
0.069 |
| ugos |
0.88 |
0.054 |
sst |
0.75 |
-0.069 |
sss |
0.88 |
0.139 |
| par_9 |
0.87 |
0.025 |
wind_speed |
0.75 |
0.022 |
sla |
0.82 |
-0.007 |
| par_12 |
0.85 |
0.008 |
PP |
0.73 |
. |
par_6 |
0.79 |
-0.01 |
| vgosa |
0.84 |
0.017 |
par_6 |
0.63 |
0 |
vgosa |
0.63 |
-0.001 |
| par_3 |
0.83 |
0.029 |
ugos |
0.62 |
0.018 |
par_3 |
0.53 |
. |
| surface_downward_northward_stress |
0.82 |
0.183 |
surface_downward_eastward_stress |
0.58 |
. |
o2sat_WOA_clim |
0.48 |
-0.013 |
| par_6 |
0.75 |
0.023 |
northward_wind |
0.58 |
. |
wind_stress |
0.47 |
0.006 |
| sst |
0.73 |
0.228 |
phosphate_WOA_clim |
0.57 |
. |
par_9 |
0.46 |
. |
| sla |
0.71 |
0.027 |
Fe |
0.57 |
-0.003 |
Fe |
0.4 |
. |
| northward_wind |
0.71 |
0.003 |
ugosa |
0.55 |
. |
ugosa |
0.39 |
. |
| density_WOA_clim |
0.69 |
0.11 |
vgosa |
0.51 |
-0.001 |
surface_downward_northward_stress |
0.39 |
. |
| sss |
0.64 |
. |
surface_downward_northward_stress |
0.51 |
0.008 |
wind_speed |
0.38 |
. |
| PP |
0.6 |
. |
O2 |
0.47 |
-0.064 |
ugos |
0.35 |
. |
| sss_cruise |
0.58 |
0.15 |
sss_cruise |
0.45 |
. |
density_WOA_clim |
0.32 |
. |
| sst_cruise |
0.54 |
. |
sss |
0.4 |
. |
PO4 |
0.31 |
-0.011 |
| phosphate_WOA_clim |
0.39 |
. |
vgos |
0.39 |
. |
AOU_WOA_clim |
0.28 |
. |
| surface_downward_eastward_stress |
0.36 |
. |
density_WOA_clim |
0.34 |
. |
surface_downward_eastward_stress |
0.26 |
. |
| wind_speed |
0.33 |
-0.032 |
o2sat_WOA_clim |
0.33 |
-0.024 |
salinity_WOA_clim |
0.23 |
. |
| o2sat_WOA_clim |
0.19 |
. |
AOU_WOA_clim |
0.32 |
. |
vgos |
0.22 |
. |
| ugosa |
0.19 |
. |
sst_cruise |
0.32 |
. |
sss_cruise |
0.17 |
. |
| vgos |
0.18 |
. |
wind_stress |
0.3 |
. |
phosphate_WOA_clim |
0.16 |
. |
| NO3 |
0.16 |
. |
eastward_wind |
0.3 |
. |
eastward_wind |
0.16 |
. |
| O2 |
0.14 |
. |
NO3 |
0.26 |
. |
Si |
0.13 |
. |
| oxygen_WOA_clim |
0.11 |
. |
oxygen_WOA_clim |
0.23 |
. |
O2 |
0.1 |
. |
| salinity_WOA_clim |
0.08 |
. |
PO4 |
0.17 |
. |
silicate_WOA_clim |
0.09 |
. |
| PO4 |
0.08 |
. |
silicate_WOA_clim |
0.15 |
. |
sst_cruise |
0.09 |
. |
| silicate_WOA_clim |
0.07 |
. |
Si |
0.09 |
. |
conductivity_WOA_clim |
0.03 |
. |
| nitrate_WOA_clim |
0.04 |
. |
salinity_WOA_clim |
0.08 |
. |
nitrate_WOA_clim |
0.03 |
. |
| Si |
0.04 |
. |
PHYC |
0.07 |
. |
NO3 |
0.02 |
. |
| CHL |
0.04 |
. |
CHL |
0.06 |
. |
oxygen_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
0.03 |
. |
CHL |
0.01 |
. |
| PHYC |
. |
. |
conductivity_WOA_clim |
. |
. |
PHYC |
. |
. |
KOK1606 pro1
beta coefficients
| sst_cruise |
1.00 |
-0.354 |
par |
1 |
-0.128 |
sst_cruise |
1 |
-0.032 |
| par_3 |
1.00 |
0.073 |
northward_wind |
1 |
-0.105 |
par |
0.99 |
-0.004 |
| par_9 |
1.00 |
0.078 |
par_3 |
0.97 |
-0.034 |
Fe |
0.97 |
-0.005 |
| par_12 |
1.00 |
-0.034 |
PP |
0.94 |
0.132 |
PP |
0.97 |
0.012 |
| northward_wind |
1.00 |
-0.092 |
sst |
0.93 |
-0.13 |
northward_wind |
0.95 |
-0.007 |
| par_6 |
0.99 |
0.048 |
sst_cruise |
0.84 |
-0.07 |
AOU_WOA_clim |
0.93 |
-0.011 |
| Fe |
0.98 |
-0.075 |
par_12 |
0.84 |
-0.009 |
ugosa |
0.77 |
0.002 |
| wind_speed |
0.96 |
0.048 |
sla |
0.79 |
0.013 |
sla |
0.62 |
0.002 |
| par |
0.94 |
0.016 |
ugosa |
0.76 |
0.015 |
vgos |
0.56 |
. |
| AOU_WOA_clim |
0.89 |
0.088 |
Fe |
0.66 |
-0.009 |
par_12 |
0.55 |
0 |
| ugosa |
0.80 |
0.008 |
par_9 |
0.58 |
. |
vgosa |
0.54 |
0.003 |
| sss |
0.78 |
-0.089 |
par_6 |
0.57 |
. |
eastward_wind |
0.43 |
. |
| sla |
0.73 |
-0.002 |
surface_downward_eastward_stress |
0.55 |
0.017 |
sss_cruise |
0.33 |
. |
| PP |
0.70 |
. |
salinity_WOA_clim |
0.53 |
-0.054 |
par_3 |
0.26 |
. |
| phosphate_WOA_clim |
0.68 |
0.045 |
vgos |
0.52 |
. |
sss |
0.26 |
. |
| Si |
0.64 |
0.09 |
AOU_WOA_clim |
0.51 |
. |
par_9 |
0.24 |
. |
| sst |
0.63 |
. |
vgosa |
0.48 |
0.021 |
par_6 |
0.23 |
. |
| O2 |
0.61 |
-0.049 |
density_WOA_clim |
0.37 |
. |
wind_speed |
0.16 |
. |
| vgosa |
0.51 |
0.004 |
sss_cruise |
0.31 |
-0.007 |
phosphate_WOA_clim |
0.15 |
. |
| ugos |
0.51 |
. |
Si |
0.29 |
. |
density_WOA_clim |
0.14 |
. |
| sss_cruise |
0.49 |
. |
wind_speed |
0.29 |
. |
surface_downward_eastward_stress |
0.12 |
. |
| vgos |
0.49 |
. |
ugos |
0.28 |
. |
oxygen_WOA_clim |
0.05 |
. |
| eastward_wind |
0.49 |
. |
silicate_WOA_clim |
0.26 |
. |
conductivity_WOA_clim |
0.05 |
. |
| surface_downward_northward_stress |
0.47 |
0.012 |
sss |
0.19 |
. |
o2sat_WOA_clim |
0.04 |
. |
| density_WOA_clim |
0.43 |
. |
phosphate_WOA_clim |
0.18 |
. |
Si |
0.04 |
. |
| surface_downward_eastward_stress |
0.42 |
. |
wind_stress |
0.16 |
. |
O2 |
0.04 |
. |
| silicate_WOA_clim |
0.41 |
. |
o2sat_WOA_clim |
0.13 |
0.007 |
ugos |
0.03 |
. |
| PO4 |
0.35 |
. |
eastward_wind |
0.13 |
. |
surface_downward_northward_stress |
0.03 |
. |
| NO3 |
0.23 |
. |
surface_downward_northward_stress |
0.12 |
. |
salinity_WOA_clim |
0.02 |
. |
| CHL |
0.22 |
. |
O2 |
0.09 |
. |
NO3 |
0.02 |
. |
| wind_stress |
0.22 |
. |
PO4 |
0.07 |
. |
nitrate_WOA_clim |
. |
. |
| o2sat_WOA_clim |
0.14 |
. |
NO3 |
0.05 |
. |
silicate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
0.14 |
. |
oxygen_WOA_clim |
0.02 |
. |
CHL |
. |
. |
| nitrate_WOA_clim |
0.08 |
. |
conductivity_WOA_clim |
0.01 |
. |
PHYC |
. |
. |
| salinity_WOA_clim |
0.06 |
. |
nitrate_WOA_clim |
. |
. |
PO4 |
. |
. |
| conductivity_WOA_clim |
0.01 |
. |
CHL |
. |
. |
sst |
. |
. |
| PHYC |
0.01 |
. |
PHYC |
. |
. |
wind_stress |
. |
. |
KOK1606 syn
beta coefficients
| par_3 |
1 |
0.039 |
par_3 |
1 |
-0.065 |
sss |
0.99 |
-0.375 |
| par_6 |
1 |
0.04 |
par_12 |
0.99 |
-0.042 |
northward_wind |
0.96 |
-0.137 |
| northward_wind |
1 |
-0.082 |
PP |
0.99 |
0.097 |
PP |
0.95 |
0.13 |
| par_9 |
0.99 |
0.033 |
northward_wind |
0.99 |
-0.162 |
Fe |
0.94 |
-0.216 |
| phosphate_WOA_clim |
0.96 |
0.14 |
par |
0.98 |
-0.02 |
par_12 |
0.93 |
-0.032 |
| par_12 |
0.93 |
-0.016 |
sst_cruise |
0.95 |
-0.12 |
ugos |
0.93 |
0.129 |
| Fe |
0.93 |
-0.101 |
sla |
0.94 |
0.072 |
par_3 |
0.89 |
-0.026 |
| sla |
0.89 |
0.02 |
Fe |
0.93 |
-0.127 |
sla |
0.85 |
0.049 |
| vgos |
0.79 |
0.008 |
sss |
0.9 |
-0.165 |
sss_cruise |
0.81 |
-0.277 |
| ugos |
0.78 |
0.014 |
ugosa |
0.86 |
0.067 |
par_9 |
0.79 |
-0.009 |
| sss_cruise |
0.73 |
0.037 |
sss_cruise |
0.85 |
-0.219 |
wind_stress |
0.71 |
-0.059 |
| AOU_WOA_clim |
0.67 |
0.025 |
par_6 |
0.75 |
-0.014 |
silicate_WOA_clim |
0.7 |
0.145 |
| par |
0.65 |
0.006 |
wind_stress |
0.75 |
-0.068 |
par_6 |
0.7 |
. |
| wind_stress |
0.61 |
. |
par_9 |
0.62 |
-0.001 |
surface_downward_northward_stress |
0.7 |
-0.13 |
| surface_downward_northward_stress |
0.59 |
0.04 |
surface_downward_northward_stress |
0.6 |
-0.056 |
par |
0.65 |
0.022 |
| eastward_wind |
0.54 |
-0.017 |
vgos |
0.53 |
. |
phosphate_WOA_clim |
0.62 |
-0.062 |
| PP |
0.5 |
. |
surface_downward_eastward_stress |
0.5 |
0.015 |
vgosa |
0.62 |
0.018 |
| o2sat_WOA_clim |
0.31 |
. |
vgosa |
0.49 |
0.035 |
eastward_wind |
0.62 |
0.001 |
| wind_speed |
0.3 |
. |
ugos |
0.43 |
. |
surface_downward_eastward_stress |
0.55 |
0.063 |
| sst_cruise |
0.29 |
. |
AOU_WOA_clim |
0.39 |
. |
AOU_WOA_clim |
0.47 |
0.012 |
| sss |
0.23 |
. |
NO3 |
0.27 |
. |
density_WOA_clim |
0.32 |
. |
| density_WOA_clim |
0.22 |
. |
eastward_wind |
0.17 |
. |
ugosa |
0.3 |
. |
| ugosa |
0.22 |
. |
conductivity_WOA_clim |
0.16 |
. |
sst_cruise |
0.28 |
. |
| surface_downward_eastward_stress |
0.18 |
. |
oxygen_WOA_clim |
0.15 |
. |
wind_speed |
0.26 |
. |
| sst |
0.13 |
. |
salinity_WOA_clim |
0.13 |
. |
vgos |
0.2 |
. |
| vgosa |
0.13 |
. |
PO4 |
0.13 |
. |
o2sat_WOA_clim |
0.18 |
. |
| O2 |
0.11 |
. |
phosphate_WOA_clim |
0.12 |
. |
PO4 |
0.17 |
. |
| nitrate_WOA_clim |
0.1 |
. |
o2sat_WOA_clim |
0.11 |
. |
O2 |
0.14 |
. |
| NO3 |
0.08 |
. |
wind_speed |
0.11 |
. |
sst |
0.13 |
. |
| oxygen_WOA_clim |
0.06 |
. |
sst |
0.08 |
. |
NO3 |
0.09 |
. |
| PO4 |
0.06 |
. |
silicate_WOA_clim |
0.07 |
. |
PHYC |
0.05 |
. |
| silicate_WOA_clim |
0.05 |
. |
density_WOA_clim |
0.05 |
. |
oxygen_WOA_clim |
0.03 |
. |
| salinity_WOA_clim |
0.04 |
. |
Si |
0.04 |
. |
salinity_WOA_clim |
0.03 |
. |
| Si |
0.02 |
. |
O2 |
0.04 |
. |
conductivity_WOA_clim |
0.03 |
. |
| CHL |
0.02 |
. |
nitrate_WOA_clim |
. |
. |
Si |
0.01 |
. |
| PHYC |
0.01 |
. |
CHL |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
KOK1607 rest2_
beta coefficients
| sla |
0.065 |
. |
sla |
0.043 |
. |
ugos |
0.054 |
. |
| par_9 |
0.033 |
. |
par |
0.033 |
. |
sla |
0.033 |
. |
| ugos |
0.033 |
. |
ugos |
0.033 |
. |
par |
0.011 |
. |
| par |
0.022 |
. |
par_3 |
0.022 |
. |
AOU_WOA_clim |
. |
. |
| par_6 |
0.022 |
. |
par_6 |
0.011 |
. |
density_WOA_clim |
. |
. |
| vgos |
0.011 |
. |
par_9 |
0.011 |
. |
o2sat_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
vgosa |
0.011 |
. |
oxygen_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
vgos |
0.011 |
. |
salinity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
northward_wind |
0.011 |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
par_3 |
. |
. |
| sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
par_6 |
. |
. |
| sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
par_9 |
. |
. |
| par_3 |
. |
. |
silicate_WOA_clim |
. |
. |
par_12 |
. |
. |
| par_12 |
. |
. |
sss_cruise |
. |
. |
Si |
. |
. |
| Si |
. |
. |
sst_cruise |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
par_12 |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
NO3 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
CHL |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
sst |
. |
. |
| sst |
. |
. |
PO4 |
. |
. |
Fe |
. |
. |
| Fe |
. |
. |
O2 |
. |
. |
PP |
. |
. |
| PP |
. |
. |
sst |
. |
. |
vgosa |
. |
. |
| vgosa |
. |
. |
Fe |
. |
. |
vgos |
. |
. |
| ugosa |
. |
. |
PP |
. |
. |
ugosa |
. |
. |
| wind_stress |
. |
. |
ugosa |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
wind_stress |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
wind_speed |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
surface_downward_northward_stress |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1607 bg
beta coefficients
| ugos |
0.087 |
. |
par |
0.109 |
. |
ugos |
0.141 |
. |
| par_3 |
0.076 |
. |
par_9 |
0.043 |
. |
par |
0.043 |
. |
| sla |
0.054 |
. |
sla |
0.043 |
. |
par_6 |
0.043 |
. |
| vgos |
0.022 |
. |
par_3 |
0.033 |
. |
ugosa |
0.022 |
. |
| par |
0.011 |
. |
vgosa |
0.033 |
. |
par_12 |
0.011 |
. |
| par_6 |
0.011 |
. |
vgos |
0.033 |
. |
vgos |
0.011 |
. |
| par_9 |
0.011 |
. |
par_6 |
0.022 |
. |
sla |
0.011 |
. |
| par_12 |
0.011 |
. |
ugosa |
0.022 |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
ugos |
0.022 |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
northward_wind |
0.022 |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
par_12 |
0.011 |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
par_3 |
. |
. |
| Si |
. |
. |
silicate_WOA_clim |
. |
. |
par_9 |
. |
. |
| NO3 |
. |
. |
sss_cruise |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
sst_cruise |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| PO4 |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| O2 |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| sst |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| Fe |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| PP |
. |
. |
O2 |
. |
. |
Fe |
. |
. |
| vgosa |
. |
. |
sst |
. |
. |
PP |
. |
. |
| ugosa |
. |
. |
Fe |
. |
. |
vgosa |
. |
. |
| wind_stress |
. |
. |
PP |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
wind_stress |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
wind_speed |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
surface_downward_northward_stress |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1607 pico2_1
beta coefficients
| sla |
0.707 |
-0.037 |
par |
0.641 |
-0.047 |
par |
0.598 |
0.078 |
| ugos |
0.413 |
. |
ugos |
0.217 |
0 |
ugos |
0.37 |
-0.009 |
| par_3 |
0.304 |
0.019 |
par_3 |
0.207 |
. |
vgos |
0.207 |
. |
| vgosa |
0.239 |
0.003 |
vgos |
0.207 |
. |
sla |
0.174 |
. |
| northward_wind |
0.196 |
0.026 |
sla |
0.207 |
. |
par_6 |
0.13 |
-0.007 |
| par_9 |
0.13 |
. |
par_6 |
0.196 |
. |
par_3 |
0.12 |
. |
| ugosa |
0.13 |
. |
par_12 |
0.12 |
. |
ugosa |
0.12 |
. |
| par |
0.12 |
. |
ugosa |
0.098 |
. |
par_9 |
0.087 |
. |
| par_6 |
0.076 |
. |
par_9 |
0.087 |
. |
par_12 |
0.076 |
. |
| par_12 |
0.065 |
. |
northward_wind |
0.054 |
. |
wind_speed |
0.011 |
. |
| wind_speed |
0.043 |
. |
vgosa |
0.011 |
. |
northward_wind |
0.011 |
. |
| density_WOA_clim |
0.011 |
. |
wind_speed |
0.011 |
. |
AOU_WOA_clim |
. |
. |
| vgos |
0.011 |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sss_cruise |
. |
. |
sss_cruise |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
Si |
. |
. |
| Si |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| sst |
. |
. |
sst |
. |
. |
Fe |
. |
. |
| Fe |
. |
. |
Fe |
. |
. |
PP |
. |
. |
| PP |
. |
. |
PP |
. |
. |
vgosa |
. |
. |
| wind_stress |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1607 pico1_
beta coefficients
| ugos |
0.217 |
0.005 |
ugos |
0.12 |
. |
ugos |
0.109 |
. |
| par_6 |
0.13 |
. |
par |
0.065 |
. |
vgos |
0.076 |
. |
| sla |
0.098 |
. |
sla |
0.065 |
. |
par |
0.054 |
. |
| vgosa |
0.076 |
. |
par_6 |
0.043 |
. |
par_9 |
0.033 |
. |
| vgos |
0.076 |
. |
par_3 |
0.022 |
. |
par_3 |
0.011 |
. |
| par_3 |
0.065 |
. |
par_9 |
0.011 |
. |
par_6 |
0.011 |
. |
| par_9 |
0.065 |
. |
vgos |
0.011 |
. |
vgosa |
0.011 |
. |
| northward_wind |
0.033 |
. |
AOU_WOA_clim |
. |
. |
sla |
0.011 |
. |
| par |
0.011 |
. |
density_WOA_clim |
. |
. |
ugosa |
0.011 |
. |
| par_12 |
0.011 |
. |
o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
par_12 |
. |
. |
sss_cruise |
. |
. |
| sss_cruise |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
NO3 |
. |
. |
par_12 |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
Fe |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
PP |
. |
. |
sst |
. |
. |
| Fe |
. |
. |
vgosa |
. |
. |
Fe |
. |
. |
| PP |
. |
. |
ugosa |
. |
. |
PP |
. |
. |
| ugosa |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| wind_stress |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| wind_speed |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1607 bead
beta coefficients
| ugos |
0.25 |
. |
sla |
0.163 |
. |
ugos |
0.12 |
. |
| par_6 |
0.163 |
. |
par_3 |
0.098 |
. |
vgos |
0.109 |
. |
| par_9 |
0.12 |
. |
ugos |
0.065 |
. |
vgosa |
0.076 |
. |
| vgosa |
0.043 |
. |
par_9 |
0.054 |
. |
par_9 |
0.054 |
. |
| vgos |
0.043 |
. |
vgos |
0.054 |
. |
par |
0.033 |
. |
| sla |
0.033 |
. |
par |
0.033 |
. |
sla |
0.033 |
. |
| par_3 |
0.011 |
. |
vgosa |
0.022 |
. |
par_6 |
0.022 |
. |
| par_12 |
0.011 |
. |
northward_wind |
0.011 |
. |
ugosa |
0.022 |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
par_3 |
0.011 |
. |
| density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
northward_wind |
0.011 |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| par |
. |
. |
par_6 |
. |
. |
sss_cruise |
. |
. |
| Si |
. |
. |
par_12 |
. |
. |
sst_cruise |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
par_12 |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| sst |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| Fe |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| PP |
. |
. |
Fe |
. |
. |
sst |
. |
. |
| ugosa |
. |
. |
PP |
. |
. |
Fe |
. |
. |
| wind_stress |
. |
. |
ugosa |
. |
. |
PP |
. |
. |
| eastward_wind |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| northward_wind |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1607 rest1_1
beta coefficients
| sla |
0.261 |
-0.001 |
sla |
0.174 |
. |
sla |
0.174 |
. |
| par_3 |
0.207 |
. |
ugos |
0.13 |
. |
ugos |
0.13 |
. |
| par_9 |
0.174 |
. |
par_9 |
0.12 |
. |
par_9 |
0.12 |
. |
| ugos |
0.141 |
. |
par_6 |
0.054 |
. |
vgos |
0.12 |
. |
| par |
0.109 |
. |
vgos |
0.043 |
. |
par_6 |
0.065 |
. |
| par_6 |
0.109 |
. |
ugosa |
0.033 |
. |
ugosa |
0.054 |
. |
| par_12 |
0.087 |
. |
par |
0.011 |
. |
par |
0.043 |
. |
| vgos |
0.087 |
. |
par_3 |
0.011 |
. |
par_3 |
0.022 |
. |
| northward_wind |
0.054 |
. |
northward_wind |
0.011 |
. |
northward_wind |
0.011 |
. |
| vgosa |
0.033 |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| ugosa |
0.022 |
. |
density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| wind_speed |
0.011 |
. |
o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
sss_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
par_12 |
. |
. |
par_12 |
. |
. |
| sss_cruise |
. |
. |
Si |
. |
. |
Si |
. |
. |
| sst_cruise |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
Fe |
. |
. |
Fe |
. |
. |
| sst |
. |
. |
PP |
. |
. |
PP |
. |
. |
| Fe |
. |
. |
vgosa |
. |
. |
vgosa |
. |
. |
| PP |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| wind_stress |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1607 rest1_2
beta coefficients
| sla |
0.348 |
-0.008 |
ugos |
0.098 |
. |
sla |
0.098 |
. |
| ugos |
0.13 |
. |
par_9 |
0.076 |
. |
ugos |
0.043 |
. |
| par |
0.087 |
. |
vgosa |
0.043 |
. |
vgosa |
0.033 |
. |
| par_3 |
0.076 |
. |
vgos |
0.022 |
. |
ugosa |
0.022 |
. |
| par_6 |
0.076 |
. |
sla |
0.022 |
. |
par_3 |
0.011 |
. |
| ugosa |
0.065 |
. |
par |
0.011 |
. |
vgos |
0.011 |
. |
| northward_wind |
0.065 |
. |
par_6 |
0.011 |
. |
northward_wind |
0.011 |
. |
| par_9 |
0.054 |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| par_12 |
0.033 |
. |
density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| vgosa |
0.011 |
. |
o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| vgos |
0.011 |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
sss_cruise |
. |
. |
| nitrate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
sst_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
par_3 |
. |
. |
par |
. |
. |
| silicate_WOA_clim |
. |
. |
par_12 |
. |
. |
par_6 |
. |
. |
| sss_cruise |
. |
. |
Si |
. |
. |
par_9 |
. |
. |
| sst_cruise |
. |
. |
NO3 |
. |
. |
par_12 |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
Fe |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
PP |
. |
. |
sst |
. |
. |
| Fe |
. |
. |
ugosa |
. |
. |
Fe |
. |
. |
| PP |
. |
. |
wind_stress |
. |
. |
PP |
. |
. |
| wind_stress |
. |
. |
eastward_wind |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
surface_downward_northward_stress |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
northward_wind |
. |
. |
surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1607 small
beta coefficients
| vgos |
0.185 |
. |
par_6 |
0.054 |
. |
ugos |
0.043 |
. |
| par_6 |
0.13 |
. |
par |
0.043 |
. |
sla |
0.022 |
. |
| sla |
0.12 |
. |
ugos |
0.033 |
. |
AOU_WOA_clim |
. |
. |
| par_3 |
0.033 |
. |
ugosa |
0.022 |
. |
density_WOA_clim |
. |
. |
| ugos |
0.033 |
. |
par_9 |
0.011 |
. |
o2sat_WOA_clim |
. |
. |
| par_9 |
0.022 |
. |
vgos |
0.011 |
. |
oxygen_WOA_clim |
. |
. |
| ugosa |
0.011 |
. |
sla |
0.011 |
. |
salinity_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
par |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
par_3 |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
par_6 |
. |
. |
| sss_cruise |
. |
. |
sss_cruise |
. |
. |
par_9 |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
par_12 |
. |
. |
| par |
. |
. |
par_3 |
. |
. |
Si |
. |
. |
| par_12 |
. |
. |
par_12 |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
Fe |
. |
. |
| sst |
. |
. |
sst |
. |
. |
PP |
. |
. |
| Fe |
. |
. |
Fe |
. |
. |
vgosa |
. |
. |
| PP |
. |
. |
PP |
. |
. |
vgos |
. |
. |
| vgosa |
. |
. |
vgosa |
. |
. |
ugosa |
. |
. |
| wind_stress |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1607 syn
beta coefficients
| par_6 |
0.098 |
. |
ugos |
0.065 |
. |
sla |
0.141 |
. |
| sla |
0.065 |
. |
par_3 |
0.054 |
. |
par_3 |
0.043 |
. |
| vgos |
0.054 |
. |
sla |
0.022 |
. |
par_9 |
0.033 |
. |
| par_9 |
0.043 |
. |
par |
0.011 |
. |
ugos |
0.033 |
. |
| ugos |
0.033 |
. |
AOU_WOA_clim |
. |
. |
par |
0.011 |
. |
| par_3 |
0.011 |
. |
density_WOA_clim |
. |
. |
par_6 |
0.011 |
. |
| vgosa |
0.011 |
. |
o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
par_6 |
. |
. |
sss_cruise |
. |
. |
| sss_cruise |
. |
. |
par_9 |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
par_12 |
. |
. |
par_12 |
. |
. |
| par |
. |
. |
Si |
. |
. |
Si |
. |
. |
| par_12 |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
Fe |
. |
. |
Fe |
. |
. |
| sst |
. |
. |
PP |
. |
. |
PP |
. |
. |
| Fe |
. |
. |
vgosa |
. |
. |
vgosa |
. |
. |
| PP |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| ugosa |
. |
. |
ugosa |
. |
. |
ugosa |
. |
. |
| wind_stress |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1607 pro1
beta coefficients
| sla |
0.935 |
0.047 |
par |
0.63 |
-0.122 |
par_9 |
0.12 |
. |
| par_6 |
0.924 |
0.142 |
par_9 |
0.37 |
0.003 |
par_3 |
0.098 |
. |
| vgos |
0.891 |
0.027 |
ugos |
0.337 |
-0.002 |
sla |
0.087 |
. |
| par_9 |
0.511 |
0.019 |
par_3 |
0.326 |
. |
par_12 |
0.043 |
. |
| par |
0.467 |
0.037 |
sla |
0.272 |
0.005 |
par |
0.033 |
. |
| par_3 |
0.37 |
. |
par_6 |
0.152 |
. |
ugosa |
0.011 |
. |
| par_12 |
0.152 |
. |
vgos |
0.054 |
. |
ugos |
0.011 |
. |
| ugosa |
0.152 |
. |
ugosa |
0.033 |
. |
AOU_WOA_clim |
. |
. |
| ugos |
0.141 |
. |
par_12 |
0.011 |
. |
density_WOA_clim |
. |
. |
| northward_wind |
0.109 |
. |
vgosa |
0.011 |
. |
o2sat_WOA_clim |
. |
. |
| wind_speed |
0.022 |
. |
northward_wind |
0.011 |
. |
oxygen_WOA_clim |
. |
. |
| vgosa |
0.011 |
. |
AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
par_6 |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
NO3 |
. |
. |
| sss_cruise |
. |
. |
sst_cruise |
. |
. |
CHL |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
PHYC |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
PO4 |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
O2 |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
sst |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
Fe |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
PP |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
vgosa |
. |
. |
| sst |
. |
. |
Fe |
. |
. |
vgos |
. |
. |
| Fe |
. |
. |
PP |
. |
. |
wind_stress |
. |
. |
| PP |
. |
. |
wind_stress |
. |
. |
eastward_wind |
. |
. |
| wind_stress |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
surface_downward_northward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1608 pico2_2
beta coefficients
| par_12 |
1 |
0.118 |
par_3 |
1 |
-0.084 |
par |
0.99 |
0.123 |
| par_3 |
0.98 |
0.099 |
par_12 |
0.99 |
-0.081 |
wind_stress |
0.95 |
-0.282 |
| par_6 |
0.95 |
0.097 |
wind_stress |
0.97 |
-0.232 |
Fe |
0.83 |
-0.118 |
| par_9 |
0.95 |
0.049 |
par_6 |
0.9 |
-0.038 |
par_12 |
0.77 |
0.043 |
| par |
0.86 |
0.037 |
par |
0.88 |
-0.037 |
par_3 |
0.74 |
0 |
| wind_speed |
0.61 |
-0.038 |
par_9 |
0.72 |
0.005 |
par_9 |
0.7 |
-0.041 |
| vgosa |
0.49 |
-0.077 |
ugos |
0.69 |
-0.069 |
par_6 |
0.55 |
0.039 |
| Fe |
0.47 |
-0.013 |
Fe |
0.65 |
-0.005 |
vgos |
0.48 |
-0.08 |
| wind_stress |
0.45 |
. |
sss |
0.59 |
0.127 |
ugos |
0.41 |
. |
| ugos |
0.31 |
. |
ugosa |
0.38 |
. |
eastward_wind |
0.41 |
0.144 |
| eastward_wind |
0.31 |
0.311 |
northward_wind |
0.3 |
. |
northward_wind |
0.37 |
-0.14 |
| northward_wind |
0.29 |
-0.024 |
sss_cruise |
0.26 |
. |
sss |
0.28 |
0.016 |
| ugosa |
0.25 |
. |
sla |
0.22 |
. |
ugosa |
0.27 |
. |
| sla |
0.23 |
0 |
surface_downward_northward_stress |
0.2 |
. |
vgosa |
0.2 |
. |
| sss_cruise |
0.19 |
. |
sst_cruise |
0.14 |
. |
sss_cruise |
0.17 |
. |
| vgos |
0.17 |
. |
vgos |
0.14 |
. |
sla |
0.17 |
. |
| sss |
0.17 |
. |
vgosa |
0.13 |
. |
sst_cruise |
0.1 |
. |
| surface_downward_northward_stress |
0.12 |
. |
eastward_wind |
0.07 |
. |
surface_downward_northward_stress |
0.09 |
. |
| sst_cruise |
0.1 |
. |
density_WOA_clim |
0.06 |
. |
wind_speed |
0.07 |
. |
| density_WOA_clim |
0.08 |
. |
o2sat_WOA_clim |
0.04 |
. |
o2sat_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.06 |
. |
O2 |
0.03 |
. |
surface_downward_eastward_stress |
0.01 |
. |
| surface_downward_eastward_stress |
0.06 |
. |
surface_downward_eastward_stress |
0.03 |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
0.03 |
. |
wind_speed |
0.02 |
. |
density_WOA_clim |
. |
. |
| sst |
0.01 |
. |
sst |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
Si |
. |
. |
| Si |
. |
. |
silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PP |
. |
. |
KOK1608 croco
beta coefficients
| par_12 |
1 |
0.224 |
par_12 |
1 |
-0.096 |
par_3 |
1 |
0.139 |
| wind_stress |
1 |
0.64 |
par_3 |
0.99 |
-0.139 |
par_9 |
0.99 |
-0.265 |
| par_3 |
0.99 |
0.173 |
par_6 |
0.97 |
-0.109 |
sla |
0.9 |
0.096 |
| par_6 |
0.99 |
0.114 |
par_9 |
0.8 |
-0.033 |
par |
0.85 |
0.037 |
| Fe |
0.98 |
0.196 |
wind_speed |
0.71 |
0.134 |
sss_cruise |
0.76 |
0.473 |
| par_9 |
0.96 |
0.097 |
par |
0.68 |
0.013 |
Fe |
0.5 |
-0.02 |
| par |
0.63 |
. |
Fe |
0.53 |
0.029 |
wind_stress |
0.36 |
. |
| ugos |
0.57 |
. |
ugosa |
0.43 |
-0.006 |
par_12 |
0.34 |
. |
| ugosa |
0.53 |
0.105 |
sla |
0.33 |
-0.042 |
par_6 |
0.32 |
. |
| northward_wind |
0.52 |
0.332 |
sss_cruise |
0.3 |
. |
surface_downward_northward_stress |
0.3 |
. |
| sss |
0.49 |
-0.136 |
ugos |
0.17 |
. |
ugosa |
0.23 |
. |
| sla |
0.34 |
0.043 |
wind_stress |
0.13 |
. |
ugos |
0.15 |
. |
| sss_cruise |
0.31 |
. |
density_WOA_clim |
0.12 |
. |
sss |
0.14 |
. |
| eastward_wind |
0.26 |
-0.009 |
vgosa |
0.08 |
. |
density_WOA_clim |
0.11 |
. |
| vgosa |
0.17 |
. |
northward_wind |
0.08 |
. |
vgos |
0.09 |
. |
| vgos |
0.14 |
. |
sss |
0.08 |
. |
wind_speed |
0.08 |
. |
| density_WOA_clim |
0.09 |
. |
surface_downward_northward_stress |
0.07 |
. |
sst_cruise |
0.07 |
. |
| sst_cruise |
0.04 |
. |
eastward_wind |
0.06 |
. |
northward_wind |
0.05 |
. |
| wind_speed |
0.04 |
. |
vgos |
0.05 |
. |
vgosa |
0.03 |
. |
| surface_downward_northward_stress |
0.04 |
. |
sst_cruise |
0.03 |
. |
o2sat_WOA_clim |
0.02 |
. |
| O2 |
0.03 |
. |
AOU_WOA_clim |
. |
. |
sst |
0.02 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
o2sat_WOA_clim |
. |
. |
eastward_wind |
0.02 |
. |
| sst |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
surface_downward_eastward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
Si |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
NO3 |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
CHL |
. |
. |
Si |
. |
. |
| Si |
. |
. |
PHYC |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
PO4 |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
O2 |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
sst |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
PP |
. |
. |
O2 |
. |
. |
| PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
PP |
. |
. |
KOK1608 pico1_
beta coefficients
| par_6 |
0.88 |
0.133 |
par_3 |
0.65 |
-0.072 |
wind_stress |
0.79 |
-0.15 |
| par_9 |
0.84 |
0.136 |
wind_stress |
0.6 |
-0.376 |
par_9 |
0.73 |
0.001 |
| wind_stress |
0.6 |
-0.43 |
par_9 |
0.46 |
0.028 |
par |
0.6 |
0.002 |
| wind_speed |
0.54 |
-0.066 |
par |
0.43 |
-0.019 |
par_6 |
0.53 |
0.019 |
| par_3 |
0.47 |
0.078 |
par_12 |
0.41 |
-0.005 |
par_12 |
0.43 |
-0.003 |
| par |
0.44 |
. |
par_6 |
0.4 |
. |
par_3 |
0.4 |
. |
| par_12 |
0.43 |
. |
Fe |
0.29 |
. |
wind_speed |
0.34 |
. |
| Fe |
0.3 |
. |
ugos |
0.29 |
. |
sla |
0.28 |
-0.012 |
| ugosa |
0.29 |
-0.006 |
ugosa |
0.22 |
-0.06 |
Fe |
0.25 |
. |
| sla |
0.16 |
. |
surface_downward_northward_stress |
0.1 |
0.028 |
ugos |
0.14 |
. |
| ugos |
0.11 |
. |
sla |
0.09 |
. |
vgos |
0.13 |
. |
| vgosa |
0.1 |
. |
sss |
0.08 |
. |
ugosa |
0.09 |
. |
| eastward_wind |
0.09 |
. |
density_WOA_clim |
0.05 |
. |
sss |
0.07 |
. |
| northward_wind |
0.06 |
. |
vgos |
0.05 |
. |
northward_wind |
0.05 |
. |
| surface_downward_northward_stress |
0.04 |
. |
wind_speed |
0.05 |
. |
eastward_wind |
0.04 |
. |
| vgos |
0.03 |
. |
vgosa |
0.03 |
. |
sss_cruise |
0.03 |
. |
| sss_cruise |
0.02 |
. |
sss_cruise |
0.01 |
. |
vgosa |
0.03 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
sst_cruise |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| sss |
0.01 |
. |
northward_wind |
0.01 |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
Si |
. |
. |
Si |
. |
. |
| sst_cruise |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
PP |
. |
. |
| sst |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
KOK1608 bead
beta coefficients
| Fe |
0.49 |
0.001 |
par_3 |
0.37 |
-0.006 |
par |
0.64 |
-0.019 |
| par_6 |
0.45 |
. |
wind_stress |
0.36 |
. |
par_9 |
0.5 |
-0.022 |
| par |
0.43 |
. |
par_6 |
0.32 |
. |
par_3 |
0.44 |
-0.002 |
| par_3 |
0.43 |
. |
par_9 |
0.32 |
. |
par_12 |
0.27 |
. |
| par_9 |
0.43 |
0.012 |
ugos |
0.3 |
-0.004 |
par_6 |
0.26 |
. |
| wind_stress |
0.37 |
. |
par |
0.29 |
. |
Fe |
0.26 |
. |
| par_12 |
0.29 |
. |
par_12 |
0.23 |
. |
wind_stress |
0.2 |
. |
| ugos |
0.21 |
. |
Fe |
0.23 |
. |
ugos |
0.14 |
. |
| wind_speed |
0.21 |
. |
wind_speed |
0.14 |
. |
sla |
0.11 |
. |
| ugosa |
0.18 |
. |
vgosa |
0.09 |
. |
wind_speed |
0.11 |
. |
| sla |
0.07 |
. |
ugosa |
0.07 |
. |
vgosa |
0.06 |
. |
| sss |
0.04 |
. |
sla |
0.06 |
. |
ugosa |
0.05 |
. |
| sss_cruise |
0.03 |
. |
sss |
0.04 |
. |
vgos |
0.02 |
. |
| vgosa |
0.03 |
. |
vgos |
0.03 |
. |
surface_downward_northward_stress |
0.02 |
. |
| density_WOA_clim |
0.02 |
. |
surface_downward_northward_stress |
0.03 |
. |
density_WOA_clim |
0.01 |
. |
| sst_cruise |
0.02 |
. |
sss_cruise |
0.01 |
. |
sss_cruise |
0.01 |
. |
| vgos |
0.02 |
. |
eastward_wind |
0.01 |
. |
eastward_wind |
0.01 |
. |
| surface_downward_northward_stress |
0.02 |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| northward_wind |
0.01 |
. |
density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
Si |
. |
. |
| Si |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| sst |
. |
. |
sst |
. |
. |
PP |
. |
. |
| PP |
. |
. |
PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
northward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
northward_wind |
. |
. |
sss |
. |
. |
KOK1608 pico2_1
beta coefficients
| par_12 |
0.78 |
0.028 |
par_6 |
0.74 |
-0.043 |
par |
0.75 |
0.1 |
| par_3 |
0.75 |
0.034 |
par_12 |
0.68 |
-0.031 |
par_12 |
0.67 |
0.072 |
| par_6 |
0.68 |
0.01 |
par |
0.65 |
0.003 |
wind_stress |
0.54 |
-0.029 |
| par_9 |
0.66 |
0.021 |
par_3 |
0.64 |
. |
par_3 |
0.52 |
0.036 |
| par |
0.6 |
0.005 |
par_9 |
0.62 |
0.022 |
Fe |
0.52 |
-0.03 |
| wind_stress |
0.53 |
. |
wind_stress |
0.45 |
-0.006 |
par_9 |
0.47 |
. |
| ugosa |
0.44 |
0.006 |
Fe |
0.4 |
0.003 |
par_6 |
0.43 |
. |
| Fe |
0.33 |
-0.002 |
sss |
0.39 |
0.067 |
eastward_wind |
0.29 |
. |
| sss_cruise |
0.3 |
-0.081 |
sla |
0.35 |
-0.019 |
wind_speed |
0.24 |
-0.094 |
| sla |
0.22 |
. |
surface_downward_northward_stress |
0.23 |
. |
northward_wind |
0.22 |
. |
| surface_downward_northward_stress |
0.21 |
0.002 |
sss_cruise |
0.22 |
. |
vgosa |
0.19 |
-0.044 |
| wind_speed |
0.17 |
. |
ugosa |
0.2 |
. |
vgos |
0.19 |
. |
| ugos |
0.16 |
. |
ugos |
0.18 |
. |
ugosa |
0.18 |
. |
| vgosa |
0.14 |
. |
vgos |
0.15 |
. |
sla |
0.14 |
. |
| sss |
0.11 |
. |
sst_cruise |
0.11 |
. |
sss_cruise |
0.11 |
. |
| northward_wind |
0.09 |
. |
northward_wind |
0.11 |
. |
surface_downward_northward_stress |
0.11 |
. |
| eastward_wind |
0.08 |
. |
vgosa |
0.09 |
. |
ugos |
0.07 |
. |
| vgos |
0.07 |
. |
wind_speed |
0.09 |
. |
sss |
0.07 |
. |
| sst_cruise |
0.06 |
. |
eastward_wind |
0.07 |
. |
sst_cruise |
0.06 |
. |
| density_WOA_clim |
0.03 |
. |
density_WOA_clim |
0.04 |
. |
density_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
o2sat_WOA_clim |
0.04 |
. |
AOU_WOA_clim |
. |
. |
| O2 |
0.01 |
. |
AOU_WOA_clim |
0.02 |
. |
o2sat_WOA_clim |
. |
. |
| sst |
0.01 |
. |
sst |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| surface_downward_eastward_stress |
0.01 |
. |
surface_downward_eastward_stress |
0.01 |
. |
salinity_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
Si |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
| silicate_WOA_clim |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
PP |
. |
. |
| PP |
. |
. |
PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
KOK1608 rest1_1
beta coefficients
| par_12 |
0.63 |
-0.004 |
par |
0.86 |
-0.079 |
wind_stress |
0.62 |
-0.204 |
| par_3 |
0.52 |
. |
par_12 |
0.46 |
. |
par |
0.48 |
. |
| par_9 |
0.51 |
-0.001 |
Fe |
0.42 |
0.053 |
par_9 |
0.43 |
. |
| Fe |
0.47 |
. |
par_9 |
0.41 |
-0.028 |
par_12 |
0.42 |
. |
| wind_stress |
0.47 |
-0.013 |
par_6 |
0.38 |
. |
par_3 |
0.4 |
-0.023 |
| par |
0.44 |
-0.001 |
ugos |
0.33 |
0.024 |
Fe |
0.27 |
. |
| par_6 |
0.43 |
0.001 |
par_3 |
0.3 |
. |
ugosa |
0.23 |
. |
| ugos |
0.31 |
-0.002 |
sla |
0.23 |
. |
par_6 |
0.21 |
. |
| sla |
0.18 |
. |
wind_stress |
0.2 |
-0.002 |
wind_speed |
0.19 |
. |
| ugosa |
0.16 |
. |
ugosa |
0.19 |
. |
vgosa |
0.09 |
. |
| wind_speed |
0.14 |
. |
density_WOA_clim |
0.03 |
. |
ugos |
0.09 |
. |
| surface_downward_northward_stress |
0.07 |
0.009 |
wind_speed |
0.03 |
-0.063 |
vgos |
0.04 |
. |
| sss |
0.07 |
. |
vgosa |
0.02 |
. |
sss_cruise |
0.03 |
. |
| vgosa |
0.05 |
. |
vgos |
0.02 |
. |
eastward_wind |
0.03 |
. |
| sss_cruise |
0.04 |
. |
sss |
0.02 |
. |
sla |
0.02 |
. |
| vgos |
0.02 |
. |
surface_downward_northward_stress |
0.01 |
. |
northward_wind |
0.02 |
. |
| northward_wind |
0.02 |
. |
AOU_WOA_clim |
. |
. |
surface_downward_eastward_stress |
0.01 |
. |
| density_WOA_clim |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| eastward_wind |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
sst |
. |
. |
| sst |
. |
. |
eastward_wind |
. |
. |
PP |
. |
. |
| PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
northward_wind |
. |
. |
sss |
. |
. |
KOK1608 rest1_2
beta coefficients
| wind_stress |
0.8 |
-0.338 |
par |
0.56 |
-0.14 |
par_3 |
0.52 |
. |
| par_3 |
0.52 |
. |
Fe |
0.47 |
0.053 |
par |
0.5 |
-0.025 |
| par_12 |
0.48 |
-0.033 |
par_12 |
0.42 |
. |
wind_stress |
0.39 |
-0.065 |
| par_6 |
0.46 |
0.004 |
par_6 |
0.37 |
0.068 |
par_12 |
0.38 |
. |
| Fe |
0.46 |
-0.006 |
par_9 |
0.32 |
0.113 |
par_6 |
0.25 |
. |
| par |
0.38 |
-0.024 |
ugos |
0.32 |
. |
wind_speed |
0.23 |
. |
| ugos |
0.37 |
-0.114 |
wind_stress |
0.3 |
. |
Fe |
0.22 |
. |
| par_9 |
0.35 |
. |
par_3 |
0.29 |
. |
par_9 |
0.19 |
0.021 |
| wind_speed |
0.24 |
. |
sla |
0.2 |
. |
sla |
0.18 |
. |
| ugosa |
0.1 |
. |
wind_speed |
0.2 |
. |
ugosa |
0.14 |
-0.007 |
| sla |
0.09 |
. |
ugosa |
0.07 |
. |
ugos |
0.13 |
. |
| northward_wind |
0.09 |
. |
surface_downward_northward_stress |
0.04 |
. |
vgosa |
0.07 |
. |
| sss |
0.09 |
. |
sss |
0.03 |
. |
vgos |
0.04 |
. |
| eastward_wind |
0.06 |
. |
sss_cruise |
0.01 |
. |
surface_downward_northward_stress |
0.03 |
. |
| vgos |
0.05 |
. |
vgosa |
0.01 |
. |
northward_wind |
0.03 |
. |
| sss_cruise |
0.04 |
. |
vgos |
0.01 |
. |
eastward_wind |
0.02 |
. |
| surface_downward_northward_stress |
0.03 |
. |
AOU_WOA_clim |
. |
. |
sss_cruise |
0.01 |
. |
| vgosa |
0.02 |
. |
density_WOA_clim |
. |
. |
sss |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
CHL |
. |
. |
Si |
. |
. |
| Si |
. |
. |
PHYC |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
PO4 |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
O2 |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
sst |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
PP |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
eastward_wind |
. |
. |
sst |
. |
. |
| sst |
. |
. |
surface_downward_eastward_stress |
. |
. |
PP |
. |
. |
| PP |
. |
. |
northward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
KOK1608 bg
beta coefficients
| par_3 |
0.63 |
-0.127 |
par_6 |
0.64 |
0.055 |
par_3 |
0.54 |
-0.046 |
| wind_stress |
0.63 |
. |
par_3 |
0.47 |
0.077 |
par_6 |
0.44 |
. |
| par_6 |
0.51 |
. |
wind_stress |
0.47 |
0.183 |
par_12 |
0.43 |
. |
| par |
0.5 |
-0.077 |
par |
0.43 |
-0.077 |
par |
0.39 |
-0.052 |
| Fe |
0.41 |
-0.03 |
par_12 |
0.36 |
-0.028 |
Fe |
0.27 |
-0.146 |
| par_12 |
0.31 |
0.027 |
par_9 |
0.21 |
. |
ugos |
0.27 |
. |
| par_9 |
0.26 |
. |
Fe |
0.19 |
. |
par_9 |
0.21 |
. |
| wind_speed |
0.26 |
0.378 |
wind_speed |
0.16 |
. |
wind_stress |
0.2 |
. |
| ugos |
0.24 |
. |
sla |
0.07 |
. |
sla |
0.12 |
0.209 |
| sla |
0.16 |
0.031 |
ugos |
0.06 |
. |
wind_speed |
0.09 |
0.061 |
| ugosa |
0.14 |
. |
vgosa |
0.01 |
. |
surface_downward_northward_stress |
0.07 |
. |
| vgos |
0.07 |
. |
ugosa |
0.01 |
. |
vgosa |
0.02 |
. |
| sss |
0.05 |
. |
surface_downward_northward_stress |
0.01 |
. |
ugosa |
0.01 |
. |
| vgosa |
0.04 |
. |
sss |
0.01 |
. |
northward_wind |
0.01 |
. |
| northward_wind |
0.04 |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| sss_cruise |
0.02 |
. |
density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| eastward_wind |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| surface_downward_eastward_stress |
0.01 |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
sss_cruise |
. |
. |
| nitrate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
sst_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
Si |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| sst_cruise |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| Si |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| NO3 |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| CHL |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| PHYC |
. |
. |
sst |
. |
. |
sst |
. |
. |
| PO4 |
. |
. |
PP |
. |
. |
PP |
. |
. |
| O2 |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| sst |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
northward_wind |
. |
. |
sss |
. |
. |
KOK1608 rest2_
beta coefficients
| wind_stress |
0.88 |
1.242 |
wind_stress |
0.68 |
0.107 |
wind_stress |
0.69 |
0.047 |
| par_6 |
0.75 |
-0.146 |
par_3 |
0.43 |
0.004 |
par_3 |
0.68 |
0.02 |
| par_9 |
0.46 |
. |
par_6 |
0.36 |
. |
par |
0.54 |
0.004 |
| par_3 |
0.41 |
. |
par_9 |
0.35 |
-0.008 |
par_9 |
0.32 |
-0.004 |
| Fe |
0.41 |
0.14 |
par |
0.31 |
. |
surface_downward_northward_stress |
0.28 |
-0.046 |
| ugos |
0.41 |
0.067 |
par_12 |
0.17 |
. |
par_12 |
0.22 |
. |
| par |
0.32 |
. |
ugos |
0.17 |
. |
par_6 |
0.15 |
. |
| par_12 |
0.3 |
. |
Fe |
0.15 |
. |
ugos |
0.15 |
0.002 |
| ugosa |
0.24 |
0.106 |
wind_speed |
0.09 |
. |
Fe |
0.12 |
. |
| wind_speed |
0.19 |
. |
surface_downward_northward_stress |
0.06 |
. |
wind_speed |
0.07 |
. |
| sss |
0.14 |
. |
ugosa |
0.04 |
. |
sla |
0.03 |
. |
| sss_cruise |
0.06 |
. |
sss |
0.04 |
. |
sss |
0.03 |
. |
| vgos |
0.06 |
. |
sla |
0.02 |
. |
vgosa |
0.01 |
. |
| northward_wind |
0.06 |
. |
AOU_WOA_clim |
. |
. |
vgos |
0.01 |
. |
| sla |
0.05 |
. |
density_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| eastward_wind |
0.04 |
. |
o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| surface_downward_eastward_stress |
0.02 |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| density_WOA_clim |
0.01 |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| surface_downward_northward_stress |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
sst_cruise |
. |
. |
sss_cruise |
. |
. |
| nitrate_WOA_clim |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| silicate_WOA_clim |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| sst_cruise |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| Si |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| NO3 |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| CHL |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| PHYC |
. |
. |
PP |
. |
. |
sst |
. |
. |
| PO4 |
. |
. |
vgosa |
. |
. |
PP |
. |
. |
| O2 |
. |
. |
vgos |
. |
. |
ugosa |
. |
. |
| sst |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| vgosa |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
KOK1608 pro1
beta coefficients
| par_3 |
1 |
0.127 |
par |
1 |
-0.099 |
wind_stress |
0.96 |
0.021 |
| par_9 |
1 |
0.142 |
par_9 |
0.97 |
0.04 |
par_3 |
0.82 |
0.005 |
| wind_stress |
1 |
0.41 |
wind_stress |
0.94 |
0.154 |
par_12 |
0.6 |
0.005 |
| par_6 |
0.97 |
0.07 |
ugos |
0.69 |
0.075 |
par_6 |
0.54 |
0 |
| Fe |
0.95 |
0.168 |
par_6 |
0.5 |
0.002 |
ugos |
0.37 |
0.005 |
| par_12 |
0.87 |
-0.033 |
par_12 |
0.45 |
. |
Fe |
0.26 |
. |
| par |
0.85 |
0.011 |
par_3 |
0.43 |
. |
par |
0.22 |
. |
| ugosa |
0.72 |
0.077 |
Fe |
0.38 |
0.012 |
par_9 |
0.14 |
. |
| sss_cruise |
0.52 |
-0.143 |
ugosa |
0.32 |
. |
surface_downward_northward_stress |
0.12 |
. |
| northward_wind |
0.45 |
0.195 |
sss_cruise |
0.04 |
. |
ugosa |
0.03 |
. |
| ugos |
0.29 |
. |
northward_wind |
0.04 |
. |
sss |
0.02 |
. |
| sla |
0.26 |
. |
sss |
0.04 |
. |
sss_cruise |
0.01 |
. |
| sss |
0.23 |
. |
wind_speed |
0.03 |
. |
vgosa |
0.01 |
. |
| vgosa |
0.19 |
. |
surface_downward_northward_stress |
0.02 |
. |
wind_speed |
0.01 |
. |
| sst_cruise |
0.15 |
. |
sst_cruise |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| eastward_wind |
0.15 |
. |
vgosa |
0.01 |
. |
density_WOA_clim |
. |
. |
| vgos |
0.14 |
. |
sla |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
0.04 |
. |
eastward_wind |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| density_WOA_clim |
0.03 |
. |
surface_downward_eastward_stress |
0.01 |
. |
salinity_WOA_clim |
. |
. |
| surface_downward_eastward_stress |
0.02 |
. |
AOU_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| surface_downward_northward_stress |
0.02 |
. |
density_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| O2 |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| sst |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| wind_speed |
0.01 |
. |
salinity_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| AOU_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
Si |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
NO3 |
. |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
CHL |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
PHYC |
. |
. |
| nitrate_WOA_clim |
. |
. |
Si |
. |
. |
PO4 |
. |
. |
| phosphate_WOA_clim |
. |
. |
NO3 |
. |
. |
O2 |
. |
. |
| silicate_WOA_clim |
. |
. |
CHL |
. |
. |
sst |
. |
. |
| Si |
. |
. |
PHYC |
. |
. |
PP |
. |
. |
| NO3 |
. |
. |
PO4 |
. |
. |
vgos |
. |
. |
| CHL |
. |
. |
O2 |
. |
. |
sla |
. |
. |
| PHYC |
. |
. |
sst |
. |
. |
eastward_wind |
. |
. |
| PO4 |
. |
. |
PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
| PP |
. |
. |
vgos |
. |
. |
northward_wind |
. |
. |
KOK1609 pico1_
beta coefficients
| par_6 |
0.99 |
0.034 |
par_12 |
0.99 |
-0.052 |
par |
1 |
0.074 |
| par_9 |
0.94 |
0.011 |
par_6 |
0.95 |
-0.03 |
par_9 |
0.74 |
-0.011 |
| par_3 |
0.93 |
. |
par_3 |
0.9 |
-0.067 |
par_6 |
0.72 |
-0.015 |
| par_12 |
0.86 |
0.004 |
par_9 |
0.88 |
-0.033 |
par_3 |
0.43 |
. |
| Fe |
0.85 |
0.005 |
Fe |
0.87 |
0.014 |
Fe |
0.41 |
. |
| surface_downward_northward_stress |
0.47 |
. |
par |
0.63 |
-0.001 |
par_12 |
0.39 |
. |
| par |
0.2 |
. |
wind_stress |
0.61 |
-0.006 |
vgosa |
0.24 |
. |
| phosphate_WOA_clim |
0.07 |
. |
northward_wind |
0.6 |
-0.022 |
northward_wind |
0.16 |
. |
| wind_stress |
0.05 |
. |
phosphate_WOA_clim |
0.28 |
. |
wind_stress |
0.08 |
. |
| northward_wind |
0.05 |
. |
ugosa |
0.18 |
. |
vgos |
0.07 |
. |
| sss |
0.05 |
. |
surface_downward_northward_stress |
0.12 |
. |
surface_downward_northward_stress |
0.07 |
. |
| ugosa |
0.03 |
. |
vgos |
0.09 |
. |
ugosa |
0.02 |
. |
| vgosa |
0.02 |
. |
sss |
0.08 |
. |
phosphate_WOA_clim |
0.01 |
. |
| wind_speed |
0.01 |
. |
wind_speed |
0.06 |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
ugos |
0.03 |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
vgosa |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| Si |
. |
. |
sss_cruise |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
sst_cruise |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
NO3 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
CHL |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
sst |
. |
. |
| sst |
. |
. |
PO4 |
. |
. |
PP |
. |
. |
| PP |
. |
. |
O2 |
. |
. |
sla |
. |
. |
| vgos |
. |
. |
sst |
. |
. |
ugos |
. |
. |
| sla |
. |
. |
PP |
. |
. |
eastward_wind |
. |
. |
| ugos |
. |
. |
sla |
. |
. |
surface_downward_eastward_stress |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
wind_speed |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
sss |
. |
. |
KOK1609 rest1_2
beta coefficients
| Fe |
0.26 |
. |
par |
0.11 |
. |
par_9 |
0.09 |
. |
| par_6 |
0.25 |
. |
par_3 |
0.11 |
. |
par |
0.08 |
. |
| par_9 |
0.18 |
. |
Fe |
0.1 |
. |
Fe |
0.08 |
. |
| par_3 |
0.15 |
. |
par_6 |
0.09 |
. |
par_12 |
0.05 |
. |
| par |
0.09 |
. |
par_12 |
0.07 |
. |
par_6 |
0.04 |
. |
| surface_downward_northward_stress |
0.07 |
. |
par_9 |
0.04 |
. |
surface_downward_northward_stress |
0.03 |
. |
| par_12 |
0.05 |
. |
wind_stress |
0.03 |
. |
par_3 |
0.02 |
. |
| wind_stress |
0.01 |
. |
northward_wind |
0.03 |
. |
vgosa |
0.01 |
. |
| northward_wind |
0.01 |
. |
vgosa |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sss_cruise |
. |
. |
sss_cruise |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
Si |
. |
. |
| Si |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| sst |
. |
. |
sst |
. |
. |
PP |
. |
. |
| PP |
. |
. |
PP |
. |
. |
vgos |
. |
. |
| vgosa |
. |
. |
vgos |
. |
. |
sla |
. |
. |
| vgos |
. |
. |
sla |
. |
. |
ugosa |
. |
. |
| sla |
. |
. |
ugosa |
. |
. |
ugos |
. |
. |
| ugosa |
. |
. |
ugos |
. |
. |
wind_stress |
. |
. |
| ugos |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| wind_speed |
. |
. |
surface_downward_northward_stress |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1609 pico2_1
beta coefficients
| par_9 |
1 |
0.049 |
par_3 |
0.98 |
-0.141 |
par |
0.98 |
0.051 |
| par_6 |
0.99 |
0.106 |
par_6 |
0.94 |
-0.031 |
par_9 |
0.87 |
-0.022 |
| par_3 |
0.82 |
0.029 |
par_12 |
0.75 |
-0.023 |
par_3 |
0.53 |
. |
| par_12 |
0.46 |
. |
par_9 |
0.74 |
-0.052 |
Fe |
0.5 |
. |
| surface_downward_northward_stress |
0.35 |
. |
par |
0.46 |
. |
par_12 |
0.37 |
. |
| Fe |
0.29 |
. |
wind_stress |
0.38 |
. |
par_6 |
0.08 |
. |
| par |
0.25 |
. |
Fe |
0.3 |
. |
northward_wind |
0.06 |
. |
| wind_stress |
0.06 |
. |
surface_downward_northward_stress |
0.24 |
. |
wind_stress |
0.05 |
. |
| northward_wind |
0.06 |
. |
northward_wind |
0.08 |
. |
surface_downward_northward_stress |
0.02 |
. |
| ugosa |
0.03 |
. |
vgosa |
0.07 |
. |
ugosa |
0.01 |
. |
| vgosa |
0.02 |
. |
ugosa |
0.07 |
. |
AOU_WOA_clim |
. |
. |
| sss |
0.01 |
. |
phosphate_WOA_clim |
0.05 |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
sss |
0.02 |
. |
o2sat_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
wind_speed |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| sst_cruise |
. |
. |
sss_cruise |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
sst_cruise |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
PP |
. |
. |
| sst |
. |
. |
O2 |
. |
. |
vgosa |
. |
. |
| PP |
. |
. |
sst |
. |
. |
vgos |
. |
. |
| vgos |
. |
. |
PP |
. |
. |
sla |
. |
. |
| sla |
. |
. |
vgos |
. |
. |
ugos |
. |
. |
| ugos |
. |
. |
sla |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
ugos |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
wind_speed |
. |
. |
| wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
sss |
. |
. |
KOK1609 croco
beta coefficients
| par_3 |
1 |
0.172 |
par_3 |
1 |
-0.194 |
par_9 |
1 |
-0.258 |
| par_6 |
1 |
0.116 |
par_12 |
0.99 |
-0.084 |
par_3 |
0.96 |
0.058 |
| par_9 |
1 |
0.13 |
par_6 |
0.92 |
-0.086 |
par |
0.94 |
0.072 |
| par_12 |
1 |
0.2 |
northward_wind |
0.87 |
-0.097 |
Fe |
0.91 |
-0.033 |
| par |
0.7 |
. |
par_9 |
0.85 |
-0.072 |
par_6 |
0.71 |
. |
| density_WOA_clim |
0.69 |
0.005 |
density_WOA_clim |
0.72 |
-0.024 |
par_12 |
0.37 |
. |
| Fe |
0.64 |
. |
vgosa |
0.64 |
0.026 |
northward_wind |
0.33 |
0.002 |
| wind_stress |
0.27 |
. |
par |
0.59 |
. |
ugosa |
0.23 |
. |
| surface_downward_northward_stress |
0.26 |
. |
Fe |
0.55 |
. |
wind_stress |
0.19 |
. |
| vgosa |
0.19 |
. |
wind_stress |
0.42 |
. |
surface_downward_northward_stress |
0.18 |
. |
| ugosa |
0.04 |
. |
phosphate_WOA_clim |
0.11 |
. |
vgosa |
0.17 |
. |
| northward_wind |
0.04 |
. |
surface_downward_northward_stress |
0.09 |
. |
sss |
0.13 |
. |
| sss |
0.03 |
. |
ugosa |
0.07 |
. |
density_WOA_clim |
0.1 |
. |
| phosphate_WOA_clim |
0.02 |
. |
sss |
0.06 |
. |
wind_speed |
0.08 |
. |
| vgos |
0.02 |
. |
ugos |
0.03 |
. |
eastward_wind |
0.05 |
. |
| ugos |
0.02 |
. |
surface_downward_eastward_stress |
0.03 |
. |
O2 |
0.03 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
o2sat_WOA_clim |
0.02 |
. |
o2sat_WOA_clim |
0.02 |
. |
| sst |
0.01 |
. |
wind_speed |
0.02 |
. |
oxygen_WOA_clim |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
surface_downward_eastward_stress |
0.01 |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
sst_cruise |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PP |
. |
. |
| sla |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| eastward_wind |
. |
. |
sla |
. |
. |
sla |
. |
. |
| wind_speed |
. |
. |
eastward_wind |
. |
. |
ugos |
. |
. |
KOK1609 syn
beta coefficients
| par_6 |
0.18 |
. |
par_3 |
0.22 |
. |
par_9 |
0.39 |
. |
| par_9 |
0.09 |
. |
Fe |
0.1 |
. |
par |
0.1 |
. |
| Fe |
0.07 |
. |
par_9 |
0.03 |
. |
Fe |
0.1 |
. |
| par |
0.06 |
. |
par_12 |
0.03 |
. |
par_6 |
0.05 |
. |
| par_3 |
0.06 |
. |
par_6 |
0.02 |
. |
par_3 |
0.02 |
. |
| par_12 |
0.01 |
. |
wind_stress |
0.02 |
. |
surface_downward_northward_stress |
0.02 |
. |
| wind_stress |
0.01 |
. |
par |
0.01 |
. |
par_12 |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
sss_cruise |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
Si |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
sst |
. |
. |
sst |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PP |
. |
. |
| vgosa |
. |
. |
vgosa |
. |
. |
vgosa |
. |
. |
| vgos |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| sla |
. |
. |
sla |
. |
. |
sla |
. |
. |
| ugosa |
. |
. |
ugosa |
. |
. |
ugosa |
. |
. |
| ugos |
. |
. |
ugos |
. |
. |
ugos |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
wind_speed |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1609 rest2_
beta coefficients
| par_3 |
0.07 |
. |
par_3 |
0.4 |
. |
par_3 |
0.1 |
. |
| par_6 |
0.06 |
. |
par |
0.28 |
. |
par_9 |
0.09 |
. |
| par |
0.01 |
. |
par_12 |
0.07 |
. |
par_12 |
0.03 |
. |
| par_12 |
0.01 |
. |
par_9 |
0.01 |
. |
par |
0.02 |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
Fe |
0.02 |
. |
| density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
par_6 |
0.01 |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| par_9 |
. |
. |
par_6 |
. |
. |
sss_cruise |
. |
. |
| Si |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| sst |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| Fe |
. |
. |
Fe |
. |
. |
sst |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PP |
. |
. |
| vgosa |
. |
. |
vgosa |
. |
. |
vgosa |
. |
. |
| vgos |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| sla |
. |
. |
sla |
. |
. |
sla |
. |
. |
| ugosa |
. |
. |
ugosa |
. |
. |
ugosa |
. |
. |
| ugos |
. |
. |
ugos |
. |
. |
ugos |
. |
. |
| wind_stress |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1609 pro1
beta coefficients
| par_6 |
1 |
0.153 |
par |
0.99 |
-0.062 |
Fe |
0.61 |
. |
| par_9 |
1 |
0.089 |
par_3 |
0.89 |
-0.032 |
northward_wind |
0.15 |
. |
| par |
0.99 |
0.077 |
Fe |
0.55 |
. |
surface_downward_northward_stress |
0.06 |
. |
| Fe |
0.99 |
-0.017 |
surface_downward_northward_stress |
0.42 |
. |
par_6 |
0.04 |
. |
| par_3 |
0.98 |
0.055 |
par_12 |
0.32 |
. |
par_9 |
0.04 |
. |
| par_12 |
0.94 |
-0.028 |
par_9 |
0.19 |
. |
par |
0.01 |
. |
| wind_stress |
0.52 |
. |
par_6 |
0.15 |
. |
par_3 |
0.01 |
. |
| northward_wind |
0.32 |
. |
wind_stress |
0.04 |
. |
AOU_WOA_clim |
. |
. |
| surface_downward_northward_stress |
0.17 |
. |
ugosa |
0.02 |
. |
density_WOA_clim |
. |
. |
| phosphate_WOA_clim |
0.1 |
. |
vgosa |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| vgosa |
0.09 |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| ugosa |
0.07 |
. |
density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| vgos |
0.05 |
. |
o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| wind_speed |
0.03 |
. |
oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| sss |
0.03 |
. |
salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| o2sat_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| oxygen_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
par_12 |
. |
. |
| salinity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
Si |
. |
. |
| conductivity_WOA_clim |
. |
. |
sst_cruise |
. |
. |
NO3 |
. |
. |
| nitrate_WOA_clim |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| sss_cruise |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| sst_cruise |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| Si |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| NO3 |
. |
. |
O2 |
. |
. |
PP |
. |
. |
| CHL |
. |
. |
sst |
. |
. |
vgosa |
. |
. |
| PHYC |
. |
. |
PP |
. |
. |
vgos |
. |
. |
| PO4 |
. |
. |
vgos |
. |
. |
sla |
. |
. |
| O2 |
. |
. |
sla |
. |
. |
ugosa |
. |
. |
| sst |
. |
. |
ugos |
. |
. |
ugos |
. |
. |
| PP |
. |
. |
eastward_wind |
. |
. |
wind_stress |
. |
. |
| sla |
. |
. |
surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
| ugos |
. |
. |
wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
| eastward_wind |
. |
. |
northward_wind |
. |
. |
wind_speed |
. |
. |
| surface_downward_eastward_stress |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1609 bg2
beta coefficients
| par_9 |
0.22 |
. |
par_3 |
0.14 |
. |
par_3 |
0.12 |
. |
| par_6 |
0.21 |
. |
par |
0.1 |
. |
Fe |
0.09 |
. |
| par |
0.1 |
. |
par_6 |
0.1 |
. |
par |
0.08 |
. |
| par_3 |
0.07 |
. |
par_12 |
0.07 |
. |
par_9 |
0.08 |
. |
| Fe |
0.05 |
. |
Fe |
0.07 |
. |
par_12 |
0.06 |
. |
| par_12 |
0.02 |
. |
par_9 |
0.03 |
. |
par_6 |
0.02 |
. |
| wind_stress |
0.02 |
. |
wind_stress |
0.02 |
. |
AOU_WOA_clim |
. |
. |
| surface_downward_northward_stress |
0.01 |
. |
surface_downward_northward_stress |
0.01 |
. |
density_WOA_clim |
. |
. |
| northward_wind |
0.01 |
. |
northward_wind |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| sss_cruise |
. |
. |
sss_cruise |
. |
. |
NO3 |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
CHL |
. |
. |
| Si |
. |
. |
Si |
. |
. |
PHYC |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
PO4 |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
O2 |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
sst |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
PP |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
vgosa |
. |
. |
| sst |
. |
. |
sst |
. |
. |
vgos |
. |
. |
| PP |
. |
. |
PP |
. |
. |
sla |
. |
. |
| vgosa |
. |
. |
vgosa |
. |
. |
ugosa |
. |
. |
| vgos |
. |
. |
vgos |
. |
. |
ugos |
. |
. |
| sla |
. |
. |
sla |
. |
. |
wind_stress |
. |
. |
| ugosa |
. |
. |
ugosa |
. |
. |
eastward_wind |
. |
. |
| ugos |
. |
. |
ugos |
. |
. |
surface_downward_eastward_stress |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
wind_speed |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1609 rest1_1
beta coefficients
| Fe |
0.49 |
. |
par |
0.66 |
-0.027 |
par_12 |
0.16 |
. |
| par_9 |
0.29 |
. |
par_12 |
0.27 |
. |
Fe |
0.16 |
. |
| par_12 |
0.22 |
. |
par_3 |
0.23 |
. |
par |
0.08 |
. |
| par |
0.14 |
. |
Fe |
0.11 |
. |
par_3 |
0.04 |
. |
| par_6 |
0.08 |
. |
par_6 |
0.03 |
. |
par_6 |
0.03 |
. |
| par_3 |
0.03 |
. |
par_9 |
0.03 |
. |
par_9 |
0.03 |
. |
| ugosa |
0.01 |
. |
surface_downward_northward_stress |
0.01 |
. |
vgosa |
0.02 |
. |
| surface_downward_northward_stress |
0.01 |
. |
AOU_WOA_clim |
. |
. |
surface_downward_northward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
sst_cruise |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
PP |
. |
. |
sst |
. |
. |
| PP |
. |
. |
vgosa |
. |
. |
PP |
. |
. |
| vgosa |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| vgos |
. |
. |
sla |
. |
. |
sla |
. |
. |
| sla |
. |
. |
ugosa |
. |
. |
ugosa |
. |
. |
| ugos |
. |
. |
ugos |
. |
. |
ugos |
. |
. |
| wind_stress |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1609 bg1
beta coefficients
| par_6 |
0.09 |
. |
par |
0.06 |
. |
par |
0.09 |
. |
| par_3 |
0.07 |
. |
Fe |
0.04 |
. |
par_9 |
0.09 |
. |
| Fe |
0.06 |
. |
par_6 |
0.03 |
. |
Fe |
0.03 |
. |
| par_9 |
0.05 |
. |
par_3 |
0.02 |
. |
par_6 |
0.01 |
. |
| par |
0.03 |
. |
par_9 |
0.01 |
. |
par_12 |
0.01 |
. |
| par_12 |
0.02 |
. |
par_12 |
0.01 |
. |
wind_stress |
0.01 |
. |
| surface_downward_northward_stress |
0.02 |
. |
northward_wind |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sss_cruise |
. |
. |
sss_cruise |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
par_3 |
. |
. |
| Si |
. |
. |
Si |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
sst |
. |
. |
sst |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PP |
. |
. |
| vgosa |
. |
. |
vgosa |
. |
. |
vgosa |
. |
. |
| vgos |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| sla |
. |
. |
sla |
. |
. |
sla |
. |
. |
| ugosa |
. |
. |
ugosa |
. |
. |
ugosa |
. |
. |
| ugos |
. |
. |
ugos |
. |
. |
ugos |
. |
. |
| wind_stress |
. |
. |
wind_stress |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
surface_downward_northward_stress |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
MGL1704 pico2_1
beta coefficients
| wind_speed |
0.99 |
-0.124 |
par_3 |
1.00 |
-0.03 |
par |
1 |
0.066 |
| wind_stress |
0.96 |
0.154 |
sst_cruise |
0.99 |
-0.292 |
par_6 |
1 |
-0.059 |
| PP |
0.94 |
0.073 |
par_9 |
0.99 |
-0.046 |
eastward_wind |
1 |
0.171 |
| par_6 |
0.93 |
0.026 |
wind_speed |
0.99 |
0.16 |
sst |
0.98 |
0.299 |
| vgosa |
0.93 |
0.053 |
sss_cruise |
0.98 |
-0.017 |
PP |
0.96 |
0.086 |
| sss_cruise |
0.92 |
. |
PP |
0.98 |
-0.13 |
par_12 |
0.88 |
-0.02 |
| par_3 |
0.92 |
0.038 |
eastward_wind |
0.98 |
0.102 |
sss_cruise |
0.86 |
-0.014 |
| par_9 |
0.92 |
0.026 |
par |
0.96 |
-0.059 |
par_9 |
0.76 |
-0.017 |
| ugos |
0.92 |
-0.037 |
par_6 |
0.96 |
-0.055 |
par_3 |
0.72 |
. |
| par |
0.91 |
0.016 |
par_12 |
0.96 |
-0.046 |
sst_cruise |
0.63 |
. |
| northward_wind |
0.91 |
0.052 |
northward_wind |
0.90 |
-0.064 |
wind_speed |
0.63 |
. |
| eastward_wind |
0.90 |
-0.057 |
wind_stress |
0.79 |
-0.164 |
sla |
0.62 |
0.005 |
| surface_downward_eastward_stress |
0.89 |
0.106 |
density_WOA_clim |
0.75 |
-0.216 |
ugosa |
0.61 |
-0.018 |
| nitrate_WOA_clim |
0.88 |
-0.16 |
silicate_WOA_clim |
0.75 |
0.3 |
surface_downward_northward_stress |
0.57 |
0.004 |
| par_12 |
0.87 |
0.018 |
ugosa |
0.71 |
-0.026 |
wind_stress |
0.56 |
0.003 |
| sst_cruise |
0.75 |
0.07 |
phosphate_WOA_clim |
0.70 |
-0.086 |
vgosa |
0.55 |
0.008 |
| sla |
0.70 |
. |
sla |
0.69 |
. |
northward_wind |
0.53 |
. |
| o2sat_WOA_clim |
0.67 |
0.045 |
vgosa |
0.63 |
-0.015 |
Fe |
0.44 |
. |
| surface_downward_northward_stress |
0.60 |
-0.019 |
sss |
0.59 |
0.065 |
ugos |
0.41 |
-0.003 |
| silicate_WOA_clim |
0.54 |
-0.036 |
ugos |
0.58 |
. |
nitrate_WOA_clim |
0.39 |
. |
| density_WOA_clim |
0.53 |
. |
surface_downward_northward_stress |
0.55 |
. |
density_WOA_clim |
0.34 |
. |
| sst |
0.49 |
. |
o2sat_WOA_clim |
0.53 |
-0.043 |
phosphate_WOA_clim |
0.34 |
. |
| sss |
0.49 |
. |
surface_downward_eastward_stress |
0.53 |
0 |
vgos |
0.34 |
. |
| ugosa |
0.43 |
. |
CHL |
0.51 |
0.103 |
surface_downward_eastward_stress |
0.32 |
. |
| vgos |
0.40 |
. |
PO4 |
0.50 |
0.245 |
sss |
0.31 |
. |
| O2 |
0.38 |
. |
NO3 |
0.42 |
. |
AOU_WOA_clim |
0.26 |
. |
| NO3 |
0.35 |
-0.07 |
O2 |
0.42 |
. |
o2sat_WOA_clim |
0.26 |
. |
| CHL |
0.31 |
. |
vgos |
0.40 |
. |
silicate_WOA_clim |
0.19 |
. |
| Fe |
0.30 |
. |
sst |
0.31 |
. |
PO4 |
0.18 |
. |
| salinity_WOA_clim |
0.29 |
. |
Fe |
0.31 |
0.016 |
O2 |
0.09 |
. |
| PO4 |
0.21 |
. |
AOU_WOA_clim |
0.23 |
. |
salinity_WOA_clim |
0.07 |
. |
| Si |
0.19 |
. |
Si |
0.21 |
. |
NO3 |
0.06 |
. |
| AOU_WOA_clim |
0.17 |
. |
salinity_WOA_clim |
0.20 |
. |
Si |
0.05 |
. |
| PHYC |
0.15 |
. |
nitrate_WOA_clim |
0.15 |
. |
oxygen_WOA_clim |
0.03 |
. |
| phosphate_WOA_clim |
0.12 |
. |
oxygen_WOA_clim |
0.08 |
. |
conductivity_WOA_clim |
0.03 |
. |
| oxygen_WOA_clim |
0.04 |
. |
PHYC |
0.02 |
. |
CHL |
. |
. |
| conductivity_WOA_clim |
0.01 |
. |
conductivity_WOA_clim |
0.01 |
. |
PHYC |
. |
. |
MGL1704 bg2
beta coefficients
| sss_cruise |
0.79 |
0.001 |
sss_cruise |
0.81 |
. |
sss_cruise |
0.84 |
-0.067 |
| density_WOA_clim |
0.75 |
0.078 |
par_9 |
0.65 |
-0.005 |
par |
0.76 |
. |
| PP |
0.69 |
. |
par |
0.61 |
. |
sla |
0.68 |
0.245 |
| sla |
0.67 |
0.015 |
sla |
0.58 |
. |
par_6 |
0.67 |
0.011 |
| wind_speed |
0.65 |
0.015 |
wind_speed |
0.56 |
. |
par_9 |
0.66 |
. |
| par |
0.64 |
. |
density_WOA_clim |
0.55 |
. |
density_WOA_clim |
0.6 |
-0.402 |
| surface_downward_eastward_stress |
0.61 |
. |
par_12 |
0.55 |
. |
northward_wind |
0.59 |
-0.076 |
| par_12 |
0.6 |
. |
AOU_WOA_clim |
0.51 |
-0.141 |
eastward_wind |
0.57 |
-0.01 |
| ugos |
0.58 |
0.039 |
par_3 |
0.47 |
. |
surface_downward_eastward_stress |
0.57 |
-0.091 |
| par_3 |
0.57 |
. |
par_6 |
0.47 |
. |
wind_stress |
0.55 |
0.146 |
| par_6 |
0.56 |
. |
ugosa |
0.46 |
-0.064 |
par_3 |
0.53 |
0.014 |
| eastward_wind |
0.54 |
0.032 |
eastward_wind |
0.44 |
. |
PP |
0.51 |
. |
| par_9 |
0.52 |
. |
surface_downward_northward_stress |
0.44 |
-0.031 |
Fe |
0.49 |
0.024 |
| vgos |
0.48 |
. |
northward_wind |
0.44 |
-0.006 |
wind_speed |
0.49 |
. |
| surface_downward_northward_stress |
0.47 |
. |
PO4 |
0.42 |
. |
par_12 |
0.48 |
. |
| northward_wind |
0.46 |
. |
PP |
0.39 |
. |
vgosa |
0.48 |
0.252 |
| o2sat_WOA_clim |
0.45 |
. |
wind_stress |
0.38 |
. |
vgos |
0.45 |
. |
| ugosa |
0.39 |
. |
ugos |
0.33 |
. |
ugos |
0.38 |
. |
| wind_stress |
0.38 |
. |
sst_cruise |
0.31 |
. |
o2sat_WOA_clim |
0.36 |
. |
| sst_cruise |
0.29 |
. |
o2sat_WOA_clim |
0.3 |
. |
sss |
0.35 |
-0.133 |
| sss |
0.28 |
. |
surface_downward_eastward_stress |
0.28 |
. |
PO4 |
0.32 |
. |
| AOU_WOA_clim |
0.24 |
. |
sss |
0.27 |
. |
nitrate_WOA_clim |
0.3 |
. |
| Fe |
0.24 |
. |
vgosa |
0.21 |
. |
ugosa |
0.3 |
. |
| Si |
0.2 |
. |
phosphate_WOA_clim |
0.2 |
. |
surface_downward_northward_stress |
0.29 |
. |
| nitrate_WOA_clim |
0.19 |
. |
vgos |
0.19 |
. |
sst |
0.28 |
. |
| sst |
0.18 |
. |
nitrate_WOA_clim |
0.18 |
. |
phosphate_WOA_clim |
0.27 |
. |
| vgosa |
0.18 |
. |
NO3 |
0.17 |
. |
AOU_WOA_clim |
0.22 |
. |
| phosphate_WOA_clim |
0.15 |
. |
silicate_WOA_clim |
0.15 |
. |
silicate_WOA_clim |
0.2 |
. |
| silicate_WOA_clim |
0.15 |
. |
Fe |
0.14 |
. |
sst_cruise |
0.19 |
. |
| NO3 |
0.14 |
. |
O2 |
0.11 |
. |
conductivity_WOA_clim |
0.08 |
. |
| PO4 |
0.13 |
. |
sst |
0.09 |
. |
Si |
0.06 |
. |
| O2 |
0.13 |
. |
CHL |
0.08 |
. |
NO3 |
0.06 |
. |
| conductivity_WOA_clim |
0.07 |
. |
Si |
0.06 |
. |
O2 |
0.05 |
. |
| oxygen_WOA_clim |
0.05 |
. |
salinity_WOA_clim |
0.04 |
. |
salinity_WOA_clim |
0.04 |
. |
| salinity_WOA_clim |
0.03 |
. |
conductivity_WOA_clim |
0.01 |
. |
oxygen_WOA_clim |
0.03 |
. |
| CHL |
0.03 |
. |
oxygen_WOA_clim |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
MGL1704 syn
beta coefficients
| par_3 |
0.99 |
0.065 |
AOU_WOA_clim |
1 |
-0.198 |
sss_cruise |
0.99 |
-0.055 |
| par_9 |
0.98 |
0.04 |
sss_cruise |
1 |
-0.157 |
Fe |
0.99 |
0.515 |
| sla |
0.97 |
0.203 |
wind_speed |
1 |
0.321 |
AOU_WOA_clim |
0.98 |
-0.277 |
| par_6 |
0.93 |
0.022 |
par |
0.96 |
-0.06 |
wind_speed |
0.97 |
0.144 |
| sss_cruise |
0.9 |
-0.025 |
par_9 |
0.95 |
-0.038 |
PP |
0.88 |
-0.187 |
| wind_speed |
0.9 |
-0.081 |
wind_stress |
0.93 |
-0.375 |
ugos |
0.85 |
0.183 |
| par |
0.84 |
0.002 |
ugos |
0.86 |
0.09 |
phosphate_WOA_clim |
0.84 |
0.264 |
| surface_downward_northward_stress |
0.83 |
0.028 |
surface_downward_eastward_stress |
0.81 |
-0.017 |
wind_stress |
0.82 |
-0.132 |
| ugos |
0.76 |
-0.089 |
northward_wind |
0.78 |
0.025 |
par |
0.81 |
0.032 |
| eastward_wind |
0.76 |
-0.04 |
PP |
0.77 |
-0.107 |
sst_cruise |
0.78 |
-0.137 |
| par_12 |
0.74 |
. |
par_12 |
0.74 |
0.007 |
par_12 |
0.76 |
. |
| PP |
0.71 |
0.022 |
sst |
0.74 |
-0.057 |
par_9 |
0.75 |
. |
| sst_cruise |
0.69 |
0.05 |
eastward_wind |
0.73 |
0.007 |
par_6 |
0.73 |
0.001 |
| o2sat_WOA_clim |
0.68 |
0.059 |
Fe |
0.69 |
0.336 |
eastward_wind |
0.67 |
0.01 |
| vgos |
0.52 |
. |
par_6 |
0.68 |
-0.017 |
par_3 |
0.64 |
. |
| sst |
0.49 |
. |
par_3 |
0.66 |
. |
surface_downward_northward_stress |
0.46 |
. |
| surface_downward_eastward_stress |
0.49 |
. |
density_WOA_clim |
0.6 |
. |
sla |
0.45 |
. |
| northward_wind |
0.45 |
. |
vgosa |
0.47 |
-0.051 |
ugosa |
0.39 |
. |
| ugosa |
0.41 |
. |
sst_cruise |
0.4 |
. |
silicate_WOA_clim |
0.37 |
. |
| sss |
0.4 |
. |
surface_downward_northward_stress |
0.39 |
. |
northward_wind |
0.37 |
. |
| wind_stress |
0.34 |
. |
O2 |
0.31 |
. |
vgosa |
0.28 |
. |
| density_WOA_clim |
0.3 |
. |
ugosa |
0.26 |
. |
surface_downward_eastward_stress |
0.27 |
. |
| phosphate_WOA_clim |
0.25 |
. |
sla |
0.19 |
. |
vgos |
0.25 |
. |
| oxygen_WOA_clim |
0.24 |
. |
PO4 |
0.17 |
. |
sst |
0.18 |
. |
| PO4 |
0.23 |
. |
vgos |
0.12 |
. |
sss |
0.12 |
. |
| vgosa |
0.22 |
. |
silicate_WOA_clim |
0.11 |
. |
salinity_WOA_clim |
0.11 |
. |
| AOU_WOA_clim |
0.2 |
. |
CHL |
0.11 |
. |
CHL |
0.11 |
. |
| nitrate_WOA_clim |
0.19 |
. |
sss |
0.09 |
. |
nitrate_WOA_clim |
0.08 |
. |
| CHL |
0.15 |
. |
o2sat_WOA_clim |
0.03 |
. |
density_WOA_clim |
0.07 |
. |
| Si |
0.11 |
. |
nitrate_WOA_clim |
0.03 |
. |
oxygen_WOA_clim |
0.07 |
. |
| NO3 |
0.11 |
. |
phosphate_WOA_clim |
0.02 |
. |
PO4 |
0.05 |
. |
| O2 |
0.09 |
. |
NO3 |
0.02 |
. |
Si |
0.03 |
. |
| conductivity_WOA_clim |
0.08 |
. |
Si |
0.01 |
. |
O2 |
0.03 |
. |
| silicate_WOA_clim |
0.05 |
. |
oxygen_WOA_clim |
. |
. |
NO3 |
0.02 |
. |
| Fe |
0.04 |
. |
salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| salinity_WOA_clim |
0.03 |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
MGL1704 rest1_1
beta coefficients
| sss_cruise |
0.86 |
-0.013 |
sss_cruise |
0.84 |
-0.024 |
sss_cruise |
0.69 |
-0.024 |
| vgos |
0.81 |
-0.014 |
sla |
0.6 |
. |
vgosa |
0.62 |
0.061 |
| density_WOA_clim |
0.75 |
-0.066 |
par_12 |
0.57 |
0.004 |
PO4 |
0.58 |
0.047 |
| PP |
0.72 |
0.015 |
par |
0.48 |
. |
par_3 |
0.55 |
0.011 |
| surface_downward_eastward_stress |
0.67 |
0.009 |
eastward_wind |
0.48 |
0.012 |
sla |
0.54 |
0.001 |
| surface_downward_northward_stress |
0.64 |
. |
surface_downward_northward_stress |
0.48 |
. |
PP |
0.51 |
0.008 |
| par |
0.63 |
. |
density_WOA_clim |
0.44 |
0.018 |
Fe |
0.49 |
. |
| par_12 |
0.63 |
. |
par_3 |
0.44 |
. |
par |
0.48 |
. |
| sla |
0.61 |
. |
wind_stress |
0.42 |
. |
par_9 |
0.45 |
. |
| par_3 |
0.57 |
. |
sss |
0.37 |
. |
wind_speed |
0.45 |
. |
| wind_speed |
0.56 |
0 |
Fe |
0.32 |
. |
density_WOA_clim |
0.44 |
. |
| par_9 |
0.55 |
. |
wind_speed |
0.32 |
. |
northward_wind |
0.4 |
. |
| eastward_wind |
0.53 |
0.001 |
par_6 |
0.31 |
. |
eastward_wind |
0.36 |
. |
| par_6 |
0.49 |
-0.002 |
par_9 |
0.3 |
. |
par_6 |
0.34 |
. |
| sss |
0.49 |
. |
AOU_WOA_clim |
0.28 |
-0.002 |
par_12 |
0.34 |
-0.001 |
| ugos |
0.47 |
. |
ugosa |
0.28 |
-0.024 |
vgos |
0.34 |
. |
| sst |
0.41 |
0.001 |
PP |
0.25 |
. |
ugos |
0.26 |
. |
| o2sat_WOA_clim |
0.36 |
. |
vgos |
0.25 |
. |
o2sat_WOA_clim |
0.24 |
. |
| ugosa |
0.34 |
. |
northward_wind |
0.25 |
0.007 |
sss |
0.24 |
. |
| northward_wind |
0.32 |
. |
ugos |
0.24 |
. |
phosphate_WOA_clim |
0.23 |
0.066 |
| phosphate_WOA_clim |
0.28 |
. |
o2sat_WOA_clim |
0.17 |
. |
silicate_WOA_clim |
0.23 |
. |
| wind_stress |
0.26 |
. |
surface_downward_eastward_stress |
0.14 |
. |
wind_stress |
0.23 |
. |
| Fe |
0.25 |
. |
vgosa |
0.12 |
. |
surface_downward_northward_stress |
0.14 |
. |
| AOU_WOA_clim |
0.2 |
. |
sst |
0.1 |
. |
AOU_WOA_clim |
0.13 |
. |
| sst_cruise |
0.18 |
. |
silicate_WOA_clim |
0.07 |
. |
surface_downward_eastward_stress |
0.13 |
. |
| PO4 |
0.16 |
. |
sst_cruise |
0.06 |
. |
sst |
0.11 |
. |
| vgosa |
0.13 |
. |
phosphate_WOA_clim |
0.05 |
. |
nitrate_WOA_clim |
0.1 |
. |
| O2 |
0.11 |
. |
O2 |
0.02 |
. |
ugosa |
0.1 |
. |
| nitrate_WOA_clim |
0.09 |
. |
nitrate_WOA_clim |
0.01 |
. |
O2 |
0.02 |
. |
| silicate_WOA_clim |
0.07 |
. |
NO3 |
0.01 |
. |
oxygen_WOA_clim |
0.01 |
. |
| Si |
0.05 |
. |
PO4 |
0.01 |
. |
conductivity_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.04 |
. |
oxygen_WOA_clim |
. |
. |
Si |
0.01 |
. |
| salinity_WOA_clim |
0.04 |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| NO3 |
0.04 |
. |
conductivity_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| conductivity_WOA_clim |
0.02 |
. |
Si |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
MGL1704 bg1
beta coefficients
| sss_cruise |
0.67 |
-0.006 |
AOU_WOA_clim |
0.93 |
-0.08 |
sss_cruise |
0.64 |
. |
| phosphate_WOA_clim |
0.66 |
0.035 |
sss_cruise |
0.81 |
-0.035 |
sss |
0.6 |
-0.193 |
| wind_stress |
0.49 |
. |
wind_speed |
0.78 |
0.032 |
AOU_WOA_clim |
0.55 |
-0.024 |
| oxygen_WOA_clim |
0.47 |
0.051 |
par_3 |
0.68 |
-0.027 |
eastward_wind |
0.52 |
0.007 |
| eastward_wind |
0.43 |
. |
eastward_wind |
0.5 |
0.004 |
O2 |
0.51 |
. |
| northward_wind |
0.42 |
. |
par |
0.33 |
. |
PO4 |
0.49 |
. |
| vgosa |
0.31 |
. |
sla |
0.29 |
. |
par_3 |
0.43 |
. |
| par_9 |
0.27 |
. |
par_12 |
0.28 |
. |
ugos |
0.35 |
. |
| density_WOA_clim |
0.26 |
. |
vgos |
0.24 |
. |
par_9 |
0.3 |
. |
| par_6 |
0.24 |
. |
ugos |
0.24 |
. |
wind_speed |
0.29 |
. |
| AOU_WOA_clim |
0.22 |
. |
northward_wind |
0.14 |
. |
vgos |
0.28 |
. |
| wind_speed |
0.16 |
. |
vgosa |
0.12 |
. |
par |
0.24 |
. |
| Fe |
0.15 |
. |
wind_stress |
0.12 |
. |
phosphate_WOA_clim |
0.23 |
. |
| par_3 |
0.12 |
. |
par_6 |
0.11 |
. |
wind_stress |
0.23 |
. |
| ugos |
0.11 |
. |
par_9 |
0.11 |
. |
par_12 |
0.21 |
. |
| par |
0.1 |
. |
sst |
0.11 |
. |
surface_downward_northward_stress |
0.2 |
. |
| par_12 |
0.07 |
. |
surface_downward_eastward_stress |
0.11 |
. |
par_6 |
0.16 |
. |
| O2 |
0.07 |
. |
Fe |
0.09 |
. |
Fe |
0.15 |
. |
| sla |
0.05 |
. |
ugosa |
0.09 |
. |
PP |
0.14 |
. |
| surface_downward_eastward_stress |
0.05 |
. |
o2sat_WOA_clim |
0.08 |
. |
nitrate_WOA_clim |
0.06 |
. |
| surface_downward_northward_stress |
0.05 |
. |
density_WOA_clim |
0.06 |
. |
surface_downward_eastward_stress |
0.05 |
. |
| sst |
0.03 |
. |
PP |
0.06 |
. |
northward_wind |
0.05 |
. |
| PP |
0.03 |
. |
surface_downward_northward_stress |
0.06 |
. |
ugosa |
0.04 |
. |
| ugosa |
0.02 |
. |
oxygen_WOA_clim |
0.03 |
. |
o2sat_WOA_clim |
0.03 |
. |
| o2sat_WOA_clim |
0.01 |
. |
phosphate_WOA_clim |
0.03 |
. |
oxygen_WOA_clim |
0.03 |
. |
| vgos |
0.01 |
. |
PO4 |
0.03 |
. |
sla |
0.03 |
. |
| salinity_WOA_clim |
. |
. |
sss |
0.03 |
. |
density_WOA_clim |
0.02 |
. |
| conductivity_WOA_clim |
. |
. |
sst_cruise |
0.02 |
. |
vgosa |
0.02 |
. |
| nitrate_WOA_clim |
. |
. |
NO3 |
0.02 |
. |
conductivity_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
0.01 |
. |
salinity_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
silicate_WOA_clim |
0.01 |
. |
silicate_WOA_clim |
. |
. |
| Si |
. |
. |
salinity_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| NO3 |
. |
. |
conductivity_WOA_clim |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| sss |
. |
. |
O2 |
. |
. |
sst |
. |
. |
MGL1704 pico3_
beta coefficients
| par_9 |
0.89 |
0.066 |
sss_cruise |
0.97 |
-0.148 |
surface_downward_northward_stress |
0.98 |
0.025 |
| AOU_WOA_clim |
0.84 |
0.034 |
wind_speed |
0.97 |
0.15 |
phosphate_WOA_clim |
0.97 |
0.062 |
| par_6 |
0.73 |
0.028 |
par |
0.93 |
-0.114 |
par |
0.92 |
0.014 |
| sss_cruise |
0.71 |
0.003 |
surface_downward_eastward_stress |
0.93 |
-0.215 |
eastward_wind |
0.91 |
0.023 |
| par |
0.69 |
0.024 |
PP |
0.77 |
-0.127 |
par_12 |
0.88 |
-0.012 |
| eastward_wind |
0.68 |
-0.021 |
par_12 |
0.75 |
0.005 |
sss_cruise |
0.76 |
0.004 |
| ugosa |
0.67 |
0.072 |
par_9 |
0.68 |
-0.02 |
wind_stress |
0.73 |
0.032 |
| vgosa |
0.57 |
0.09 |
sst_cruise |
0.67 |
-0.139 |
par_9 |
0.68 |
. |
| par_12 |
0.54 |
-0.031 |
par_3 |
0.56 |
. |
ugosa |
0.67 |
0.002 |
| par_3 |
0.5 |
. |
eastward_wind |
0.51 |
0.038 |
o2sat_WOA_clim |
0.6 |
-0.038 |
| sst_cruise |
0.49 |
0.174 |
par_6 |
0.49 |
. |
par_6 |
0.6 |
. |
| wind_stress |
0.48 |
. |
vgosa |
0.46 |
-0.067 |
par_3 |
0.59 |
-0.002 |
| northward_wind |
0.45 |
0.026 |
ugos |
0.45 |
. |
Fe |
0.53 |
0.032 |
| wind_speed |
0.44 |
-0.014 |
surface_downward_northward_stress |
0.45 |
. |
silicate_WOA_clim |
0.51 |
. |
| PP |
0.38 |
. |
sss |
0.45 |
. |
vgosa |
0.5 |
0.001 |
| vgos |
0.38 |
. |
AOU_WOA_clim |
0.42 |
. |
wind_speed |
0.44 |
. |
| density_WOA_clim |
0.34 |
. |
PO4 |
0.36 |
0.171 |
PP |
0.42 |
. |
| phosphate_WOA_clim |
0.32 |
. |
ugosa |
0.36 |
. |
sst |
0.38 |
. |
| NO3 |
0.31 |
. |
nitrate_WOA_clim |
0.35 |
. |
sla |
0.37 |
. |
| sst |
0.27 |
. |
sst |
0.35 |
. |
surface_downward_eastward_stress |
0.35 |
. |
| surface_downward_northward_stress |
0.26 |
. |
northward_wind |
0.34 |
-0.002 |
AOU_WOA_clim |
0.27 |
. |
| Si |
0.23 |
. |
Fe |
0.29 |
. |
sst_cruise |
0.25 |
. |
| sss |
0.23 |
. |
wind_stress |
0.28 |
. |
Si |
0.2 |
. |
| sla |
0.16 |
. |
phosphate_WOA_clim |
0.27 |
. |
density_WOA_clim |
0.18 |
. |
| surface_downward_eastward_stress |
0.15 |
. |
sla |
0.24 |
. |
vgos |
0.17 |
. |
| PO4 |
0.14 |
-0.012 |
density_WOA_clim |
0.23 |
. |
northward_wind |
0.14 |
. |
| o2sat_WOA_clim |
0.11 |
. |
silicate_WOA_clim |
0.23 |
. |
PO4 |
0.08 |
. |
| Fe |
0.11 |
. |
O2 |
0.16 |
. |
ugos |
0.07 |
. |
| ugos |
0.08 |
. |
vgos |
0.16 |
. |
O2 |
0.06 |
. |
| silicate_WOA_clim |
0.07 |
. |
o2sat_WOA_clim |
0.1 |
. |
sss |
0.06 |
. |
| oxygen_WOA_clim |
0.02 |
. |
CHL |
0.08 |
. |
oxygen_WOA_clim |
0.02 |
. |
| O2 |
0.02 |
. |
salinity_WOA_clim |
0.07 |
. |
nitrate_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
NO3 |
0.04 |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
MGL1704 rest1_2
beta coefficients
| vgos |
0.89 |
-0.024 |
sss_cruise |
0.99 |
-0.018 |
par |
0.95 |
-0.017 |
| PP |
0.88 |
0.035 |
par_12 |
0.89 |
0.009 |
phosphate_WOA_clim |
0.86 |
0.074 |
| wind_stress |
0.88 |
0.05 |
PP |
0.87 |
-0.048 |
par_6 |
0.85 |
-0.023 |
| sst |
0.85 |
0.048 |
par_3 |
0.84 |
-0.009 |
vgosa |
0.82 |
0.005 |
| eastward_wind |
0.83 |
-0.027 |
wind_speed |
0.77 |
0.016 |
sss_cruise |
0.72 |
. |
| par_3 |
0.75 |
0.009 |
sst |
0.74 |
-0.078 |
surface_downward_eastward_stress |
0.68 |
0.001 |
| sla |
0.75 |
0.025 |
sla |
0.68 |
-0.016 |
wind_speed |
0.67 |
-0.004 |
| sss_cruise |
0.74 |
0.003 |
Fe |
0.63 |
-0.017 |
ugosa |
0.6 |
0.007 |
| par_9 |
0.65 |
0.001 |
eastward_wind |
0.63 |
. |
par_3 |
0.57 |
. |
| par_6 |
0.64 |
. |
par_6 |
0.62 |
-0.001 |
surface_downward_northward_stress |
0.57 |
0.007 |
| PO4 |
0.59 |
0.013 |
vgos |
0.52 |
. |
density_WOA_clim |
0.5 |
. |
| par |
0.58 |
. |
density_WOA_clim |
0.51 |
. |
PP |
0.5 |
. |
| surface_downward_eastward_stress |
0.57 |
-0.022 |
par |
0.51 |
. |
o2sat_WOA_clim |
0.49 |
-0.003 |
| par_12 |
0.52 |
. |
par_9 |
0.48 |
-0.001 |
par_12 |
0.47 |
. |
| northward_wind |
0.51 |
-0.001 |
ugosa |
0.43 |
. |
eastward_wind |
0.35 |
. |
| o2sat_WOA_clim |
0.5 |
-0.005 |
sss |
0.43 |
. |
nitrate_WOA_clim |
0.32 |
0.042 |
| ugos |
0.43 |
0 |
AOU_WOA_clim |
0.41 |
-0.013 |
par_9 |
0.32 |
. |
| wind_speed |
0.32 |
. |
surface_downward_northward_stress |
0.41 |
-0.003 |
sst |
0.32 |
. |
| surface_downward_northward_stress |
0.32 |
. |
surface_downward_eastward_stress |
0.39 |
. |
AOU_WOA_clim |
0.19 |
. |
| AOU_WOA_clim |
0.31 |
. |
wind_stress |
0.31 |
. |
wind_stress |
0.19 |
. |
| density_WOA_clim |
0.3 |
. |
northward_wind |
0.25 |
. |
sla |
0.18 |
. |
| ugosa |
0.3 |
. |
O2 |
0.22 |
. |
sst_cruise |
0.15 |
. |
| Fe |
0.21 |
. |
Si |
0.2 |
. |
northward_wind |
0.14 |
. |
| sss |
0.21 |
. |
ugos |
0.2 |
. |
ugos |
0.13 |
. |
| phosphate_WOA_clim |
0.13 |
. |
vgosa |
0.18 |
. |
sss |
0.12 |
. |
| sst_cruise |
0.13 |
. |
nitrate_WOA_clim |
0.17 |
. |
conductivity_WOA_clim |
0.09 |
. |
| salinity_WOA_clim |
0.12 |
. |
o2sat_WOA_clim |
0.08 |
. |
Si |
0.08 |
. |
| conductivity_WOA_clim |
0.04 |
. |
silicate_WOA_clim |
0.08 |
. |
Fe |
0.05 |
. |
| silicate_WOA_clim |
0.04 |
. |
sst_cruise |
0.08 |
. |
oxygen_WOA_clim |
0.04 |
. |
| oxygen_WOA_clim |
0.01 |
. |
phosphate_WOA_clim |
0.05 |
. |
PO4 |
0.04 |
. |
| nitrate_WOA_clim |
0.01 |
. |
NO3 |
0.05 |
. |
O2 |
0.04 |
. |
| CHL |
0.01 |
. |
oxygen_WOA_clim |
0.03 |
. |
vgos |
0.03 |
. |
| vgosa |
0.01 |
. |
PO4 |
0.02 |
. |
silicate_WOA_clim |
0.01 |
. |
| Si |
. |
. |
conductivity_WOA_clim |
0.01 |
. |
NO3 |
0.01 |
. |
| NO3 |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
MGL1704 rest2_
beta coefficients
| wind_speed |
1 |
0.175 |
sss_cruise |
1 |
-0.015 |
eastward_wind |
1 |
0.008 |
| vgosa |
0.97 |
0.174 |
wind_speed |
1 |
0.043 |
surface_downward_northward_stress |
0.99 |
0.006 |
| sss_cruise |
0.89 |
0.059 |
par_3 |
0.99 |
0.009 |
phosphate_WOA_clim |
0.9 |
0.043 |
| AOU_WOA_clim |
0.79 |
-0.05 |
PP |
0.98 |
-0.024 |
par_12 |
0.86 |
-0.001 |
| surface_downward_northward_stress |
0.76 |
0.024 |
sst |
0.95 |
-0.024 |
wind_stress |
0.83 |
-0.002 |
| sst_cruise |
0.71 |
-0.08 |
surface_downward_eastward_stress |
0.94 |
-0.017 |
sss_cruise |
0.82 |
0.002 |
| surface_downward_eastward_stress |
0.71 |
-0.046 |
par_6 |
0.92 |
0.004 |
O2 |
0.78 |
0.007 |
| sla |
0.67 |
0.061 |
wind_stress |
0.91 |
-0.04 |
par_9 |
0.77 |
-0.001 |
| oxygen_WOA_clim |
0.64 |
0.077 |
par |
0.9 |
0.004 |
ugosa |
0.77 |
0.002 |
| par_3 |
0.61 |
. |
AOU_WOA_clim |
0.84 |
-0.046 |
par_6 |
0.71 |
-0.001 |
| par |
0.49 |
. |
surface_downward_northward_stress |
0.76 |
-0.008 |
wind_speed |
0.67 |
0 |
| silicate_WOA_clim |
0.42 |
. |
par_12 |
0.69 |
0.001 |
par |
0.66 |
0 |
| par_9 |
0.37 |
. |
eastward_wind |
0.66 |
0.005 |
par_3 |
0.64 |
-0.001 |
| par_12 |
0.37 |
. |
vgos |
0.65 |
0.001 |
Fe |
0.62 |
0.005 |
| O2 |
0.36 |
. |
ugosa |
0.6 |
-0.001 |
vgos |
0.58 |
. |
| Fe |
0.32 |
. |
par_9 |
0.54 |
. |
AOU_WOA_clim |
0.56 |
. |
| par_6 |
0.29 |
. |
northward_wind |
0.53 |
-0.003 |
PO4 |
0.56 |
. |
| ugos |
0.29 |
. |
sss |
0.45 |
. |
PP |
0.5 |
. |
| PP |
0.27 |
. |
phosphate_WOA_clim |
0.36 |
. |
sla |
0.43 |
0 |
| density_WOA_clim |
0.26 |
0.142 |
NO3 |
0.36 |
. |
Si |
0.41 |
. |
| phosphate_WOA_clim |
0.19 |
. |
sst_cruise |
0.35 |
. |
vgosa |
0.41 |
0.005 |
| Si |
0.18 |
. |
PO4 |
0.29 |
. |
northward_wind |
0.31 |
. |
| ugosa |
0.17 |
. |
sla |
0.29 |
. |
sst_cruise |
0.3 |
. |
| eastward_wind |
0.15 |
. |
density_WOA_clim |
0.28 |
. |
silicate_WOA_clim |
0.23 |
. |
| wind_stress |
0.13 |
. |
Si |
0.21 |
. |
o2sat_WOA_clim |
0.19 |
. |
| northward_wind |
0.09 |
. |
o2sat_WOA_clim |
0.19 |
. |
surface_downward_eastward_stress |
0.13 |
. |
| PO4 |
0.07 |
. |
ugos |
0.17 |
. |
ugos |
0.08 |
. |
| vgos |
0.06 |
. |
vgosa |
0.08 |
. |
density_WOA_clim |
0.07 |
. |
| sss |
0.06 |
. |
O2 |
0.07 |
. |
sss |
0.05 |
. |
| nitrate_WOA_clim |
0.05 |
. |
Fe |
0.07 |
. |
nitrate_WOA_clim |
0.03 |
. |
| o2sat_WOA_clim |
0.04 |
. |
conductivity_WOA_clim |
0.05 |
. |
sst |
0.02 |
. |
| sst |
0.03 |
. |
nitrate_WOA_clim |
0.05 |
. |
oxygen_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
0.04 |
. |
conductivity_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
0.02 |
. |
salinity_WOA_clim |
. |
. |
| NO3 |
. |
. |
salinity_WOA_clim |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
MGL1704 pico1_
beta coefficients
| sss_cruise |
1.00 |
0.126 |
PP |
1 |
-0.137 |
par |
0.96 |
0.023 |
| par_3 |
0.99 |
0.125 |
sss_cruise |
0.97 |
0.055 |
sss_cruise |
0.95 |
0.02 |
| par_12 |
0.99 |
0.093 |
par_6 |
0.9 |
0.067 |
eastward_wind |
0.92 |
0.074 |
| par_9 |
0.98 |
0.209 |
par_9 |
0.9 |
0.072 |
PO4 |
0.81 |
0.179 |
| par |
0.94 |
0.056 |
par |
0.89 |
-0.053 |
par_3 |
0.79 |
0.01 |
| eastward_wind |
0.93 |
-0.254 |
vgosa |
0.85 |
-0.137 |
ugosa |
0.78 |
0.101 |
| par_6 |
0.90 |
0.1 |
surface_downward_northward_stress |
0.85 |
-0.091 |
par_9 |
0.74 |
0.01 |
| ugos |
0.90 |
0.104 |
par_12 |
0.81 |
. |
par_6 |
0.72 |
0.027 |
| wind_speed |
0.89 |
-0.407 |
ugos |
0.78 |
0.065 |
surface_downward_northward_stress |
0.66 |
. |
| vgosa |
0.85 |
0.112 |
silicate_WOA_clim |
0.73 |
0.107 |
par_12 |
0.65 |
. |
| PP |
0.81 |
0.307 |
par_3 |
0.7 |
. |
sla |
0.64 |
. |
| sla |
0.77 |
-0.161 |
wind_stress |
0.7 |
-0.046 |
wind_speed |
0.59 |
-0.007 |
| surface_downward_northward_stress |
0.76 |
0.084 |
northward_wind |
0.7 |
-0.057 |
silicate_WOA_clim |
0.55 |
. |
| wind_stress |
0.75 |
0.203 |
eastward_wind |
0.69 |
. |
sst |
0.55 |
0.139 |
| AOU_WOA_clim |
0.64 |
0.056 |
wind_speed |
0.62 |
. |
vgos |
0.52 |
0.005 |
| Si |
0.61 |
. |
Fe |
0.58 |
. |
wind_stress |
0.51 |
. |
| density_WOA_clim |
0.58 |
. |
sst_cruise |
0.52 |
. |
o2sat_WOA_clim |
0.43 |
. |
| sst_cruise |
0.55 |
. |
sla |
0.52 |
. |
PP |
0.42 |
. |
| Fe |
0.53 |
0.309 |
sss |
0.51 |
-0.035 |
AOU_WOA_clim |
0.41 |
. |
| o2sat_WOA_clim |
0.51 |
. |
phosphate_WOA_clim |
0.5 |
. |
Fe |
0.38 |
. |
| ugosa |
0.46 |
. |
sst |
0.5 |
-0.037 |
northward_wind |
0.38 |
-0.009 |
| northward_wind |
0.46 |
. |
O2 |
0.44 |
0.066 |
phosphate_WOA_clim |
0.36 |
. |
| surface_downward_eastward_stress |
0.43 |
. |
surface_downward_eastward_stress |
0.44 |
. |
sst_cruise |
0.33 |
. |
| phosphate_WOA_clim |
0.42 |
. |
AOU_WOA_clim |
0.42 |
0.071 |
vgosa |
0.33 |
. |
| O2 |
0.33 |
. |
ugosa |
0.42 |
. |
ugos |
0.31 |
. |
| sss |
0.32 |
. |
o2sat_WOA_clim |
0.39 |
-0.072 |
surface_downward_eastward_stress |
0.24 |
. |
| sst |
0.30 |
. |
vgos |
0.3 |
. |
nitrate_WOA_clim |
0.23 |
. |
| NO3 |
0.26 |
0.319 |
density_WOA_clim |
0.27 |
. |
Si |
0.15 |
. |
| nitrate_WOA_clim |
0.21 |
0.004 |
Si |
0.24 |
. |
sss |
0.14 |
. |
| vgos |
0.17 |
. |
nitrate_WOA_clim |
0.23 |
. |
density_WOA_clim |
0.12 |
. |
| PO4 |
0.16 |
. |
oxygen_WOA_clim |
0.22 |
. |
O2 |
0.08 |
. |
| silicate_WOA_clim |
0.13 |
. |
PO4 |
0.18 |
. |
NO3 |
0.06 |
. |
| CHL |
0.13 |
. |
CHL |
0.14 |
. |
conductivity_WOA_clim |
0.03 |
. |
| conductivity_WOA_clim |
0.09 |
. |
NO3 |
0.11 |
. |
oxygen_WOA_clim |
0.02 |
. |
| salinity_WOA_clim |
0.05 |
. |
salinity_WOA_clim |
0.03 |
. |
PHYC |
0.02 |
. |
| PHYC |
0.04 |
. |
conductivity_WOA_clim |
0.01 |
. |
salinity_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
PHYC |
. |
. |
CHL |
. |
. |
MGL1704 pro1
beta coefficients
| par |
1 |
0.06 |
sss_cruise |
1 |
-0.155 |
sss_cruise |
1 |
-0.007 |
| par_6 |
1 |
0.091 |
par |
1 |
-0.067 |
wind_speed |
1 |
0.007 |
| par_9 |
1 |
0.087 |
vgosa |
0.98 |
-0.059 |
eastward_wind |
0.98 |
0.009 |
| sst |
0.97 |
-0.236 |
wind_speed |
0.94 |
0.066 |
phosphate_WOA_clim |
0.93 |
0.019 |
| sla |
0.97 |
-0.062 |
par_3 |
0.92 |
-0.03 |
par_3 |
0.79 |
0.001 |
| eastward_wind |
0.96 |
0.057 |
sla |
0.87 |
-0.048 |
ugosa |
0.74 |
0.001 |
| par_12 |
0.95 |
-0.02 |
surface_downward_eastward_stress |
0.86 |
-0.031 |
par_6 |
0.72 |
0.001 |
| vgosa |
0.91 |
-0.033 |
o2sat_WOA_clim |
0.78 |
0.167 |
par |
0.65 |
0 |
| ugos |
0.89 |
0.012 |
nitrate_WOA_clim |
0.76 |
-0.211 |
PO4 |
0.6 |
0.002 |
| par_3 |
0.88 |
0.02 |
par_6 |
0.75 |
0.014 |
surface_downward_eastward_stress |
0.59 |
0.004 |
| wind_speed |
0.8 |
-0.021 |
wind_stress |
0.68 |
-0.037 |
AOU_WOA_clim |
0.53 |
-0.003 |
| density_WOA_clim |
0.77 |
-0.04 |
sst |
0.67 |
-0.041 |
par_9 |
0.52 |
. |
| sss_cruise |
0.74 |
-0.002 |
par_12 |
0.65 |
. |
PP |
0.49 |
. |
| PP |
0.63 |
0.02 |
eastward_wind |
0.65 |
. |
northward_wind |
0.49 |
-0.002 |
| Fe |
0.62 |
0.055 |
ugos |
0.6 |
. |
density_WOA_clim |
0.39 |
. |
| silicate_WOA_clim |
0.56 |
-0.047 |
sss |
0.57 |
0.028 |
par_12 |
0.37 |
. |
| surface_downward_northward_stress |
0.49 |
-0.045 |
par_9 |
0.55 |
. |
vgosa |
0.35 |
. |
| O2 |
0.48 |
. |
surface_downward_northward_stress |
0.42 |
. |
sst |
0.31 |
. |
| ugosa |
0.48 |
. |
ugosa |
0.41 |
. |
sla |
0.27 |
. |
| surface_downward_eastward_stress |
0.48 |
. |
Fe |
0.39 |
. |
ugos |
0.27 |
. |
| o2sat_WOA_clim |
0.45 |
. |
PP |
0.38 |
. |
sss |
0.19 |
. |
| sss |
0.43 |
-0.044 |
density_WOA_clim |
0.33 |
. |
Fe |
0.15 |
. |
| PO4 |
0.38 |
0.025 |
phosphate_WOA_clim |
0.29 |
. |
sst_cruise |
0.14 |
. |
| sst_cruise |
0.34 |
. |
northward_wind |
0.24 |
. |
vgos |
0.13 |
. |
| wind_stress |
0.32 |
. |
NO3 |
0.22 |
. |
o2sat_WOA_clim |
0.1 |
. |
| AOU_WOA_clim |
0.31 |
. |
sst_cruise |
0.09 |
. |
salinity_WOA_clim |
0.08 |
. |
| phosphate_WOA_clim |
0.31 |
. |
AOU_WOA_clim |
0.08 |
. |
O2 |
0.08 |
. |
| northward_wind |
0.28 |
. |
conductivity_WOA_clim |
0.07 |
. |
wind_stress |
0.05 |
. |
| vgos |
0.23 |
. |
PO4 |
0.07 |
. |
nitrate_WOA_clim |
0.04 |
. |
| nitrate_WOA_clim |
0.14 |
. |
vgos |
0.07 |
. |
surface_downward_northward_stress |
0.04 |
. |
| CHL |
0.12 |
. |
O2 |
0.05 |
. |
silicate_WOA_clim |
0.02 |
. |
| NO3 |
0.11 |
. |
PHYC |
0.04 |
. |
oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
0.09 |
. |
oxygen_WOA_clim |
0.03 |
. |
conductivity_WOA_clim |
. |
. |
| Si |
0.06 |
. |
silicate_WOA_clim |
0.02 |
. |
Si |
. |
. |
| PHYC |
0.04 |
. |
Si |
0.02 |
. |
NO3 |
. |
. |
| salinity_WOA_clim |
0.02 |
. |
salinity_WOA_clim |
0.01 |
. |
CHL |
. |
. |
| oxygen_WOA_clim |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
KM1708 bg2
beta coefficients
| Fe |
0.13 |
0.025 |
par_3 |
0.25 |
-0.036 |
par |
0.16 |
. |
| par_6 |
0.1 |
. |
Fe |
0.13 |
0.002 |
Fe |
0.16 |
-0.001 |
| par_12 |
0.1 |
. |
par_6 |
0.11 |
. |
par_12 |
0.1 |
-0.035 |
| par_3 |
0.08 |
-0.014 |
par |
0.1 |
. |
northward_wind |
0.08 |
. |
| par_9 |
0.07 |
. |
ugos |
0.04 |
. |
par_6 |
0.07 |
. |
| par |
0.06 |
. |
par_9 |
0.03 |
. |
par_9 |
0.07 |
. |
| northward_wind |
0.03 |
. |
par_12 |
0.03 |
. |
vgos |
0.05 |
. |
| vgos |
0.02 |
. |
vgos |
0.02 |
. |
par_3 |
0.04 |
0.011 |
| ugos |
0.02 |
. |
surface_downward_northward_stress |
0.01 |
. |
ugos |
0.04 |
. |
| sss_cruise |
0.01 |
. |
AOU_WOA_clim |
. |
. |
vgosa |
0.02 |
. |
| sst_cruise |
0.01 |
. |
density_WOA_clim |
. |
. |
sla |
0.01 |
. |
| ugosa |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
wind_speed |
0.01 |
. |
| wind_speed |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
sss_cruise |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
sst_cruise |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
CHL |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
PHYC |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
PO4 |
. |
. |
| sst |
. |
. |
vgosa |
. |
. |
O2 |
. |
. |
| PP |
. |
. |
sla |
. |
. |
sst |
. |
. |
| vgosa |
. |
. |
ugosa |
. |
. |
PP |
. |
. |
| sla |
. |
. |
wind_stress |
. |
. |
ugosa |
. |
. |
| wind_stress |
. |
. |
eastward_wind |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
northward_wind |
. |
. |
surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1708 bead
beta coefficients
| par_6 |
0.25 |
0.037 |
par_9 |
0.21 |
. |
Fe |
0.26 |
-0.03 |
| par_9 |
0.25 |
. |
Fe |
0.2 |
-0.034 |
par |
0.19 |
. |
| Fe |
0.21 |
. |
par_3 |
0.17 |
0.009 |
par_9 |
0.13 |
-0.017 |
| par |
0.18 |
. |
par_12 |
0.17 |
-0.03 |
par_6 |
0.12 |
. |
| par_3 |
0.18 |
0.005 |
par_6 |
0.14 |
. |
par_12 |
0.08 |
-0.004 |
| par_12 |
0.15 |
. |
par |
0.1 |
. |
vgos |
0.07 |
. |
| ugos |
0.11 |
. |
northward_wind |
0.1 |
. |
ugosa |
0.07 |
-0.007 |
| vgos |
0.1 |
. |
ugos |
0.08 |
. |
northward_wind |
0.07 |
. |
| northward_wind |
0.07 |
. |
vgos |
0.05 |
. |
par_3 |
0.06 |
. |
| vgosa |
0.06 |
-0.003 |
vgosa |
0.04 |
. |
ugos |
0.03 |
. |
| density_WOA_clim |
0.02 |
. |
sss_cruise |
0.03 |
. |
vgosa |
0.02 |
. |
| ugosa |
0.02 |
. |
ugosa |
0.03 |
. |
wind_speed |
0.02 |
. |
| sss |
0.02 |
. |
sst_cruise |
0.01 |
. |
surface_downward_northward_stress |
0.02 |
. |
| sss_cruise |
0.01 |
. |
AOU_WOA_clim |
. |
. |
sla |
0.01 |
. |
| sla |
0.01 |
. |
density_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| eastward_wind |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
CHL |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
PHYC |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
PO4 |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
O2 |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
sst |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
PP |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
sla |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
wind_stress |
. |
. |
sst |
. |
. |
| PP |
. |
. |
eastward_wind |
. |
. |
PP |
. |
. |
| wind_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
eastward_wind |
. |
. |
| wind_speed |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1708 croco
beta coefficients
| par_9 |
1 |
0.125 |
par_3 |
1 |
-0.198 |
par_9 |
1 |
-0.346 |
| par_12 |
0.97 |
0.199 |
par_9 |
1 |
-0.193 |
par_3 |
0.9 |
0.031 |
| par_3 |
0.96 |
0.075 |
par_6 |
0.78 |
-0.018 |
par_12 |
0.73 |
-0.132 |
| par_6 |
0.95 |
0.176 |
par_12 |
0.72 |
-0.114 |
Fe |
0.67 |
0.089 |
| Fe |
0.71 |
-0.168 |
Fe |
0.61 |
0.036 |
sla |
0.62 |
0.314 |
| par |
0.62 |
0.102 |
par |
0.57 |
-0.068 |
par |
0.61 |
-0.068 |
| ugos |
0.59 |
0.079 |
surface_downward_northward_stress |
0.54 |
0.339 |
ugos |
0.38 |
0.022 |
| wind_speed |
0.47 |
-0.243 |
vgos |
0.47 |
0.035 |
par_6 |
0.35 |
. |
| sla |
0.41 |
-0.173 |
sss_cruise |
0.42 |
0.386 |
surface_downward_northward_stress |
0.3 |
0.211 |
| sst_cruise |
0.37 |
1.2 |
ugos |
0.41 |
. |
wind_speed |
0.28 |
0.14 |
| sss_cruise |
0.33 |
0.207 |
density_WOA_clim |
0.4 |
-0.273 |
vgos |
0.25 |
-0.031 |
| vgos |
0.28 |
. |
vgosa |
0.37 |
. |
northward_wind |
0.19 |
. |
| density_WOA_clim |
0.26 |
. |
sst_cruise |
0.36 |
-0.299 |
vgosa |
0.17 |
-0.017 |
| vgosa |
0.23 |
0.039 |
wind_speed |
0.29 |
0.024 |
sss_cruise |
0.16 |
. |
| sss |
0.21 |
-0.843 |
ugosa |
0.23 |
0.08 |
density_WOA_clim |
0.13 |
. |
| surface_downward_northward_stress |
0.19 |
-0.016 |
sla |
0.22 |
. |
ugosa |
0.11 |
. |
| northward_wind |
0.19 |
. |
sss |
0.2 |
0.32 |
sst_cruise |
0.1 |
. |
| sst |
0.18 |
-0.572 |
northward_wind |
0.12 |
. |
sst |
0.08 |
0.031 |
| ugosa |
0.18 |
. |
sst |
0.04 |
. |
eastward_wind |
0.06 |
. |
| eastward_wind |
0.06 |
. |
wind_stress |
0.04 |
. |
wind_stress |
0.04 |
. |
| O2 |
0.04 |
. |
O2 |
0.01 |
. |
sss |
0.03 |
0.094 |
| wind_stress |
0.03 |
. |
eastward_wind |
0.01 |
. |
AOU_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
surface_downward_eastward_stress |
0.01 |
. |
o2sat_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
-0.46 |
AOU_WOA_clim |
. |
. |
O2 |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
0.313 |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| Si |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
PP |
. |
. |
| PP |
. |
. |
PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
KM1708 bg1
beta coefficients
| par_6 |
0.25 |
. |
par_3 |
0.27 |
. |
Fe |
0.24 |
-0.043 |
| par |
0.23 |
0.07 |
par_9 |
0.26 |
-0.119 |
par |
0.21 |
0.07 |
| par_9 |
0.22 |
-0.017 |
Fe |
0.26 |
-0.046 |
par_6 |
0.16 |
-0.005 |
| Fe |
0.21 |
-0.01 |
par_6 |
0.2 |
. |
par_9 |
0.16 |
. |
| par_3 |
0.15 |
. |
par |
0.15 |
0.03 |
par_12 |
0.11 |
. |
| par_12 |
0.14 |
. |
par_12 |
0.11 |
. |
northward_wind |
0.11 |
. |
| ugos |
0.14 |
. |
northward_wind |
0.11 |
. |
par_3 |
0.06 |
. |
| vgos |
0.1 |
. |
ugos |
0.1 |
. |
vgos |
0.05 |
. |
| northward_wind |
0.06 |
. |
vgos |
0.09 |
. |
sla |
0.03 |
. |
| sss_cruise |
0.03 |
. |
sss_cruise |
0.03 |
. |
ugos |
0.02 |
. |
| ugosa |
0.03 |
. |
ugosa |
0.02 |
. |
wind_speed |
0.02 |
. |
| sla |
0.02 |
. |
wind_speed |
0.02 |
. |
sss_cruise |
0.01 |
. |
| wind_speed |
0.02 |
. |
sst_cruise |
0.01 |
. |
vgosa |
0.01 |
. |
| density_WOA_clim |
0.01 |
. |
vgosa |
0.01 |
. |
ugosa |
0.01 |
. |
| vgosa |
0.01 |
. |
AOU_WOA_clim |
. |
. |
surface_downward_northward_stress |
0.01 |
. |
| eastward_wind |
0.01 |
. |
density_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| surface_downward_eastward_stress |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
CHL |
. |
. |
Si |
. |
. |
| Si |
. |
. |
PHYC |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
PO4 |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
O2 |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
sst |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
PP |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
sla |
. |
. |
sst |
. |
. |
| sst |
. |
. |
wind_stress |
. |
. |
PP |
. |
. |
| PP |
. |
. |
eastward_wind |
. |
. |
wind_stress |
. |
. |
| wind_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1708 pico4_
beta coefficients
| par_6 |
0.26 |
. |
Fe |
0.3 |
. |
par |
0.31 |
0.04 |
| par_9 |
0.15 |
. |
par |
0.26 |
. |
par_3 |
0.25 |
. |
| par |
0.14 |
. |
par_3 |
0.17 |
-0.006 |
Fe |
0.19 |
. |
| Fe |
0.14 |
. |
par_12 |
0.17 |
. |
par_9 |
0.16 |
-0.03 |
| par_3 |
0.12 |
. |
par_6 |
0.13 |
. |
par_6 |
0.13 |
. |
| par_12 |
0.03 |
. |
par_9 |
0.08 |
. |
par_12 |
0.12 |
. |
| density_WOA_clim |
0.02 |
. |
vgosa |
0.04 |
. |
ugos |
0.04 |
. |
| vgos |
0.01 |
. |
vgos |
0.03 |
. |
vgos |
0.02 |
. |
| ugosa |
0.01 |
. |
ugos |
0.03 |
. |
sla |
0.01 |
. |
| ugos |
0.01 |
. |
northward_wind |
0.02 |
. |
ugosa |
0.01 |
. |
| surface_downward_northward_stress |
0.01 |
. |
sla |
0.01 |
. |
wind_speed |
0.01 |
. |
| northward_wind |
0.01 |
. |
ugosa |
0.01 |
. |
northward_wind |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
sss |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| Si |
. |
. |
sss_cruise |
. |
. |
sst_cruise |
. |
. |
| NO3 |
. |
. |
sst_cruise |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| PO4 |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| sst |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| PP |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| vgosa |
. |
. |
sst |
. |
. |
PP |
. |
. |
| sla |
. |
. |
PP |
. |
. |
vgosa |
. |
. |
| wind_stress |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
surface_downward_northward_stress |
. |
. |
sss |
. |
. |
KM1708 rest1_1
beta coefficients
| par_9 |
0.38 |
-0.018 |
par_12 |
0.31 |
0.071 |
par_12 |
0.35 |
0.101 |
| par |
0.36 |
0.015 |
Fe |
0.27 |
0.007 |
Fe |
0.22 |
. |
| par_3 |
0.27 |
0.01 |
par |
0.19 |
. |
par_9 |
0.15 |
. |
| ugos |
0.26 |
0.034 |
par_3 |
0.16 |
-0.027 |
par |
0.13 |
. |
| par_12 |
0.22 |
0.007 |
par_6 |
0.11 |
-0.015 |
ugos |
0.12 |
. |
| Fe |
0.21 |
0.002 |
par_9 |
0.1 |
. |
par_6 |
0.1 |
. |
| vgos |
0.14 |
. |
ugos |
0.08 |
. |
par_3 |
0.09 |
0.004 |
| par_6 |
0.07 |
. |
vgos |
0.05 |
. |
vgos |
0.05 |
. |
| northward_wind |
0.05 |
. |
vgosa |
0.02 |
. |
vgosa |
0.02 |
. |
| wind_speed |
0.04 |
. |
sla |
0.01 |
. |
northward_wind |
0.02 |
. |
| vgosa |
0.02 |
. |
AOU_WOA_clim |
. |
. |
sla |
0.01 |
. |
| ugosa |
0.01 |
. |
density_WOA_clim |
. |
. |
surface_downward_northward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
Si |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
NO3 |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
ugosa |
. |
. |
sst |
. |
. |
| PP |
. |
. |
wind_stress |
. |
. |
PP |
. |
. |
| sla |
. |
. |
eastward_wind |
. |
. |
ugosa |
. |
. |
| wind_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
wind_speed |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
northward_wind |
. |
. |
wind_speed |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1708 pico2_1
beta coefficients
| par_6 |
0.86 |
0.095 |
par_3 |
0.97 |
-0.122 |
par |
0.97 |
0.095 |
| par_9 |
0.71 |
-0.034 |
par_9 |
0.89 |
-0.121 |
par_6 |
0.65 |
-0.019 |
| par_12 |
0.67 |
0.094 |
northward_wind |
0.65 |
0.086 |
par_9 |
0.6 |
-0.042 |
| par_3 |
0.52 |
. |
par_12 |
0.63 |
-0.025 |
northward_wind |
0.35 |
-0.048 |
| Fe |
0.49 |
. |
par |
0.45 |
-0.012 |
Fe |
0.34 |
0 |
| par |
0.44 |
0.032 |
Fe |
0.43 |
0.029 |
par_12 |
0.32 |
0.016 |
| ugos |
0.29 |
0.002 |
vgosa |
0.34 |
0.024 |
wind_speed |
0.21 |
0.067 |
| wind_speed |
0.24 |
0.031 |
ugosa |
0.31 |
-0.007 |
vgos |
0.19 |
. |
| vgos |
0.2 |
0.002 |
par_6 |
0.3 |
0.054 |
par_3 |
0.18 |
. |
| northward_wind |
0.18 |
. |
sss_cruise |
0.24 |
-0.115 |
sss_cruise |
0.14 |
0.096 |
| sss_cruise |
0.16 |
0.114 |
vgos |
0.24 |
. |
ugos |
0.14 |
. |
| sla |
0.12 |
. |
ugos |
0.21 |
. |
sst_cruise |
0.13 |
-0.015 |
| vgosa |
0.1 |
0.001 |
wind_speed |
0.12 |
0.029 |
ugosa |
0.12 |
. |
| ugosa |
0.1 |
. |
sla |
0.11 |
. |
sla |
0.1 |
-0.022 |
| surface_downward_northward_stress |
0.06 |
. |
sst_cruise |
0.08 |
. |
vgosa |
0.05 |
. |
| density_WOA_clim |
0.05 |
. |
density_WOA_clim |
0.04 |
. |
AOU_WOA_clim |
. |
. |
| sst_cruise |
0.02 |
. |
surface_downward_northward_stress |
0.04 |
. |
density_WOA_clim |
. |
. |
| eastward_wind |
0.02 |
. |
sss |
0.02 |
. |
o2sat_WOA_clim |
. |
. |
| sss |
0.02 |
-0.005 |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| wind_stress |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
Si |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
PP |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
wind_stress |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
eastward_wind |
. |
. |
| sst |
. |
. |
wind_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| PP |
. |
. |
eastward_wind |
. |
. |
surface_downward_northward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
sss |
. |
. |
KM1708 pro1
beta coefficients
| par_6 |
0.97 |
0.1 |
par |
0.93 |
-0.046 |
par_6 |
0.43 |
0.002 |
| par_3 |
0.88 |
0.023 |
par_9 |
0.56 |
0.021 |
par_3 |
0.35 |
0.001 |
| par |
0.75 |
0.093 |
vgos |
0.41 |
0.027 |
par |
0.32 |
0 |
| par_9 |
0.74 |
0.108 |
par_3 |
0.4 |
-0.031 |
sss_cruise |
0.27 |
-0.025 |
| Fe |
0.68 |
-0.002 |
par_6 |
0.31 |
0.007 |
Fe |
0.2 |
-0.001 |
| par_12 |
0.66 |
-0.034 |
Fe |
0.31 |
. |
vgos |
0.19 |
0.001 |
| northward_wind |
0.57 |
0.038 |
sss_cruise |
0.26 |
-0.317 |
par_12 |
0.18 |
. |
| vgos |
0.56 |
0.037 |
par_12 |
0.17 |
. |
wind_speed |
0.15 |
-0.003 |
| sss_cruise |
0.47 |
-0.368 |
wind_speed |
0.16 |
-0.027 |
par_9 |
0.14 |
. |
| sst_cruise |
0.41 |
0.716 |
northward_wind |
0.16 |
. |
northward_wind |
0.12 |
. |
| wind_speed |
0.35 |
-0.102 |
ugos |
0.14 |
. |
ugos |
0.11 |
. |
| ugos |
0.23 |
0.021 |
sst_cruise |
0.11 |
0.102 |
sst_cruise |
0.04 |
0 |
| ugosa |
0.12 |
. |
vgosa |
0.08 |
. |
ugosa |
0.02 |
. |
| density_WOA_clim |
0.09 |
0.002 |
ugosa |
0.06 |
0.005 |
density_WOA_clim |
0.01 |
. |
| sla |
0.08 |
-0.014 |
density_WOA_clim |
0.01 |
. |
vgosa |
0.01 |
. |
| sst |
0.05 |
-0.058 |
sss |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| vgosa |
0.05 |
. |
AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| surface_downward_northward_stress |
0.04 |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| sss |
0.03 |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| O2 |
0.01 |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| conductivity_WOA_clim |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| nitrate_WOA_clim |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| phosphate_WOA_clim |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| silicate_WOA_clim |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| Si |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| NO3 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| CHL |
. |
. |
sst |
. |
. |
PP |
. |
. |
| PHYC |
. |
. |
PP |
. |
. |
sla |
. |
. |
| PO4 |
. |
. |
sla |
. |
. |
wind_stress |
. |
. |
| PP |
. |
. |
wind_stress |
. |
. |
eastward_wind |
. |
. |
| wind_stress |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
sss |
. |
. |
KM1708 pico1_
beta coefficients
| par_6 |
0.65 |
0.098 |
par_3 |
0.57 |
-0.091 |
par |
0.77 |
0.043 |
| par_9 |
0.59 |
0.159 |
par |
0.52 |
-0.105 |
par_3 |
0.42 |
0.001 |
| par_3 |
0.46 |
0.075 |
par_12 |
0.32 |
-0.05 |
par_9 |
0.36 |
. |
| par_12 |
0.28 |
. |
Fe |
0.31 |
-0.009 |
Fe |
0.35 |
-0.002 |
| Fe |
0.16 |
-0.012 |
par_9 |
0.24 |
. |
par_6 |
0.17 |
0.011 |
| par |
0.14 |
. |
ugos |
0.16 |
-0.002 |
par_12 |
0.15 |
-0.003 |
| ugos |
0.13 |
. |
northward_wind |
0.16 |
. |
northward_wind |
0.06 |
. |
| northward_wind |
0.04 |
. |
par_6 |
0.13 |
. |
sla |
0.04 |
. |
| vgos |
0.03 |
. |
vgos |
0.11 |
0.012 |
ugos |
0.04 |
. |
| ugosa |
0.03 |
. |
ugosa |
0.1 |
. |
wind_speed |
0.04 |
. |
| density_WOA_clim |
0.02 |
. |
vgosa |
0.07 |
0.011 |
vgos |
0.02 |
. |
| vgosa |
0.02 |
. |
sla |
0.02 |
. |
ugosa |
0.02 |
. |
| surface_downward_northward_stress |
0.02 |
. |
sss_cruise |
0.01 |
. |
vgosa |
0.01 |
. |
| sla |
0.01 |
. |
surface_downward_northward_stress |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| wind_speed |
0.01 |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sss_cruise |
. |
. |
sst_cruise |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
Si |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| sst |
. |
. |
PP |
. |
. |
PP |
. |
. |
| PP |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| wind_stress |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1708 rest2_
beta coefficients
| par_6 |
0.33 |
0.021 |
par_6 |
0.33 |
-0.005 |
par |
0.24 |
0.005 |
| Fe |
0.2 |
-0.015 |
par_9 |
0.22 |
. |
Fe |
0.24 |
. |
| par_3 |
0.19 |
. |
par |
0.14 |
. |
par_6 |
0.19 |
. |
| par_9 |
0.14 |
. |
par_3 |
0.11 |
. |
par_3 |
0.15 |
. |
| par_12 |
0.12 |
. |
Fe |
0.11 |
. |
northward_wind |
0.13 |
0.008 |
| par |
0.11 |
. |
vgos |
0.07 |
. |
vgos |
0.12 |
. |
| vgos |
0.08 |
. |
par_12 |
0.05 |
. |
par_9 |
0.11 |
. |
| northward_wind |
0.08 |
. |
sss_cruise |
0.02 |
. |
par_12 |
0.09 |
. |
| sss_cruise |
0.06 |
. |
ugos |
0.02 |
0 |
ugos |
0.06 |
. |
| ugos |
0.05 |
. |
vgosa |
0.01 |
-0.002 |
ugosa |
0.03 |
. |
| sst_cruise |
0.03 |
. |
sla |
0.01 |
. |
sss_cruise |
0.02 |
. |
| vgosa |
0.02 |
. |
ugosa |
0.01 |
. |
vgosa |
0.02 |
. |
| sla |
0.02 |
. |
wind_speed |
0.01 |
. |
sla |
0.02 |
. |
| ugosa |
0.02 |
. |
surface_downward_northward_stress |
0.01 |
. |
wind_speed |
0.02 |
. |
| wind_speed |
0.02 |
. |
northward_wind |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
sst_cruise |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| PP |
. |
. |
sst |
. |
. |
PP |
. |
. |
| wind_stress |
. |
. |
PP |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
wind_stress |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1717 pico3_
beta coefficients
| par_6 |
0.72 |
0.137 |
par_3 |
0.54 |
. |
par_6 |
0.48 |
-0.011 |
| par_3 |
0.51 |
0.06 |
par_6 |
0.46 |
-0.038 |
northward_wind |
0.43 |
-0.096 |
| par_9 |
0.24 |
. |
Fe |
0.3 |
0.019 |
par |
0.39 |
0.001 |
| par_12 |
0.2 |
. |
par_9 |
0.28 |
. |
par_9 |
0.35 |
. |
| par |
0.14 |
. |
par |
0.21 |
0.062 |
par_3 |
0.32 |
0.023 |
| northward_wind |
0.14 |
. |
vgos |
0.21 |
. |
Fe |
0.2 |
. |
| Fe |
0.12 |
-0.005 |
par_12 |
0.12 |
0 |
par_12 |
0.17 |
. |
| density_WOA_clim |
0.09 |
0.036 |
northward_wind |
0.12 |
. |
vgos |
0.13 |
. |
| o2sat_WOA_clim |
0.05 |
. |
density_WOA_clim |
0.03 |
. |
wind_stress |
0.09 |
. |
| vgos |
0.04 |
. |
sss_cruise |
0.03 |
. |
density_WOA_clim |
0.04 |
. |
| AOU_WOA_clim |
0.02 |
. |
ugosa |
0.03 |
. |
o2sat_WOA_clim |
0.01 |
. |
| vgosa |
0.02 |
. |
ugos |
0.03 |
. |
sss_cruise |
0.01 |
. |
| ugosa |
0.02 |
. |
wind_speed |
0.03 |
. |
vgosa |
0.01 |
. |
| sss_cruise |
0.01 |
. |
wind_stress |
0.02 |
. |
surface_downward_eastward_stress |
0.01 |
. |
| ugos |
0.01 |
. |
surface_downward_northward_stress |
0.02 |
. |
wind_speed |
0.01 |
. |
| eastward_wind |
0.01 |
. |
AOU_WOA_clim |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| surface_downward_eastward_stress |
0.01 |
. |
o2sat_WOA_clim |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
sst_cruise |
0.01 |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
vgosa |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
Si |
. |
. |
| Si |
. |
. |
silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| sst |
. |
. |
O2 |
. |
. |
PP |
. |
. |
| PP |
. |
. |
sst |
. |
. |
sla |
. |
. |
| sla |
. |
. |
PP |
. |
. |
ugosa |
. |
. |
| wind_stress |
. |
. |
sla |
. |
. |
ugos |
. |
. |
| wind_speed |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1717 croco
beta coefficients
| par_3 |
1 |
0.175 |
par_3 |
1 |
-0.065 |
par_12 |
0.92 |
-0.169 |
| par_12 |
0.99 |
0.157 |
par_6 |
0.91 |
-0.165 |
par_6 |
0.9 |
-0.215 |
| par_9 |
0.96 |
0.142 |
vgos |
0.91 |
-0.105 |
par_3 |
0.87 |
0.052 |
| par |
0.92 |
0.038 |
par_12 |
0.9 |
-0.137 |
par_9 |
0.86 |
-0.015 |
| par_6 |
0.89 |
0.196 |
par_9 |
0.79 |
-0.004 |
par |
0.85 |
-0.125 |
| northward_wind |
0.82 |
. |
par |
0.78 |
-0.112 |
sss_cruise |
0.78 |
1.212 |
| Fe |
0.73 |
-0.077 |
sss_cruise |
0.59 |
0.353 |
sst_cruise |
0.75 |
-0.618 |
| vgosa |
0.71 |
-0.36 |
sst_cruise |
0.55 |
-0.665 |
northward_wind |
0.67 |
. |
| sst_cruise |
0.56 |
0.933 |
northward_wind |
0.53 |
0.157 |
vgosa |
0.5 |
0.096 |
| surface_downward_eastward_stress |
0.52 |
0.44 |
ugosa |
0.46 |
0.02 |
ugosa |
0.5 |
-0.138 |
| sss_cruise |
0.49 |
0.303 |
density_WOA_clim |
0.45 |
-0.334 |
Fe |
0.46 |
0.044 |
| ugosa |
0.44 |
0.194 |
wind_speed |
0.45 |
-0.142 |
wind_speed |
0.45 |
-0.011 |
| wind_speed |
0.4 |
. |
Fe |
0.4 |
. |
vgos |
0.22 |
. |
| o2sat_WOA_clim |
0.38 |
-0.564 |
o2sat_WOA_clim |
0.35 |
. |
o2sat_WOA_clim |
0.21 |
0.012 |
| salinity_WOA_clim |
0.35 |
-1.209 |
wind_stress |
0.3 |
. |
wind_stress |
0.13 |
. |
| ugos |
0.32 |
-0.116 |
ugos |
0.19 |
. |
density_WOA_clim |
0.12 |
. |
| surface_downward_northward_stress |
0.26 |
0.683 |
sss |
0.16 |
0.178 |
surface_downward_eastward_stress |
0.09 |
. |
| wind_stress |
0.18 |
. |
O2 |
0.07 |
-0.216 |
sst |
0.07 |
. |
| density_WOA_clim |
0.16 |
. |
AOU_WOA_clim |
0.02 |
. |
ugos |
0.07 |
0.053 |
| vgos |
0.15 |
. |
vgosa |
0.02 |
. |
O2 |
0.06 |
. |
| sla |
0.15 |
-1.079 |
sst |
0.01 |
. |
sss |
0.04 |
. |
| eastward_wind |
0.14 |
0.103 |
surface_downward_eastward_stress |
0.01 |
. |
eastward_wind |
0.03 |
. |
| sst |
0.1 |
. |
surface_downward_northward_stress |
0.01 |
. |
salinity_WOA_clim |
0.02 |
. |
| oxygen_WOA_clim |
0.09 |
. |
oxygen_WOA_clim |
. |
. |
sla |
0.02 |
. |
| sss |
0.08 |
. |
salinity_WOA_clim |
. |
. |
surface_downward_northward_stress |
0.02 |
. |
| O2 |
0.03 |
. |
conductivity_WOA_clim |
. |
. |
AOU_WOA_clim |
0.01 |
. |
| phosphate_WOA_clim |
0.02 |
. |
nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| AOU_WOA_clim |
0.01 |
. |
phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
Si |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
silicate_WOA_clim |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PP |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
sla |
. |
0.01 |
PO4 |
. |
. |
| PP |
. |
. |
eastward_wind |
. |
. |
PP |
. |
. |
KM1717 rest1_1
beta coefficients
| northward_wind |
0.79 |
0.311 |
par_3 |
0.36 |
. |
par |
0.63 |
0.099 |
| par_3 |
0.68 |
0.034 |
par |
0.33 |
-0.004 |
par_3 |
0.36 |
0.067 |
| par_6 |
0.65 |
0.03 |
par_9 |
0.31 |
. |
par_12 |
0.24 |
-0.008 |
| par_12 |
0.51 |
-0.011 |
par_6 |
0.28 |
0.076 |
par_6 |
0.19 |
. |
| par_9 |
0.49 |
0.006 |
par_12 |
0.19 |
0.011 |
par_9 |
0.17 |
0.013 |
| Fe |
0.48 |
-0.043 |
Fe |
0.09 |
. |
Fe |
0.08 |
. |
| par |
0.45 |
-0.019 |
vgos |
0.07 |
. |
northward_wind |
0.08 |
. |
| wind_speed |
0.19 |
0.209 |
density_WOA_clim |
0.02 |
. |
density_WOA_clim |
0.06 |
0.039 |
| wind_stress |
0.18 |
-0.354 |
sst_cruise |
0.02 |
. |
vgos |
0.05 |
. |
| vgos |
0.16 |
-0.06 |
ugosa |
0.02 |
. |
sst_cruise |
0.04 |
. |
| density_WOA_clim |
0.12 |
-0.026 |
northward_wind |
0.02 |
. |
wind_speed |
0.04 |
. |
| surface_downward_eastward_stress |
0.11 |
0.054 |
o2sat_WOA_clim |
0.01 |
. |
vgosa |
0.03 |
. |
| sst_cruise |
0.05 |
. |
sss_cruise |
0.01 |
. |
sss_cruise |
0.02 |
. |
| ugos |
0.05 |
. |
vgosa |
0.01 |
. |
ugos |
0.01 |
. |
| salinity_WOA_clim |
0.03 |
. |
wind_speed |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| vgosa |
0.03 |
. |
AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| ugosa |
0.03 |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
0.02 |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| sss_cruise |
0.02 |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
0.01 |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| O2 |
0.01 |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| sst |
0.01 |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
Si |
. |
. |
Si |
. |
. |
| conductivity_WOA_clim |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| nitrate_WOA_clim |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| phosphate_WOA_clim |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| silicate_WOA_clim |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| Si |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| NO3 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| CHL |
. |
. |
PP |
. |
. |
PP |
. |
. |
| PHYC |
. |
. |
sla |
. |
. |
sla |
. |
. |
| PO4 |
. |
. |
ugos |
. |
. |
ugosa |
. |
. |
| PP |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| sla |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1717 rest2_
beta coefficients
| northward_wind |
0.52 |
1.241 |
par_3 |
0.58 |
-0.013 |
par_9 |
0.4 |
0.002 |
| par |
0.47 |
-0.175 |
par_9 |
0.26 |
. |
par_3 |
0.36 |
0 |
| Fe |
0.43 |
-0.035 |
par_6 |
0.23 |
. |
par_12 |
0.36 |
0.004 |
| par_6 |
0.42 |
-0.018 |
par_12 |
0.22 |
. |
par |
0.31 |
. |
| par_3 |
0.38 |
0.09 |
par |
0.16 |
. |
par_6 |
0.31 |
. |
| par_9 |
0.32 |
. |
vgos |
0.15 |
. |
Fe |
0.19 |
. |
| par_12 |
0.26 |
-0.072 |
sst_cruise |
0.14 |
-0.007 |
wind_speed |
0.14 |
0.003 |
| wind_speed |
0.13 |
0.026 |
Fe |
0.1 |
. |
northward_wind |
0.12 |
. |
| ugosa |
0.1 |
. |
northward_wind |
0.04 |
. |
ugosa |
0.08 |
0.002 |
| vgos |
0.09 |
. |
sss_cruise |
0.03 |
. |
vgos |
0.07 |
. |
| surface_downward_northward_stress |
0.08 |
0.023 |
wind_stress |
0.03 |
. |
wind_stress |
0.04 |
. |
| sst_cruise |
0.07 |
0.358 |
wind_speed |
0.03 |
. |
sst_cruise |
0.02 |
. |
| ugos |
0.07 |
. |
vgosa |
0.01 |
. |
sss_cruise |
0.01 |
. |
| sss_cruise |
0.06 |
-0.109 |
ugosa |
0.01 |
. |
vgosa |
0.01 |
. |
| wind_stress |
0.05 |
-0.138 |
ugos |
0.01 |
. |
ugos |
0.01 |
. |
| surface_downward_eastward_stress |
0.05 |
. |
AOU_WOA_clim |
. |
. |
surface_downward_eastward_stress |
0.01 |
-0.004 |
| density_WOA_clim |
0.04 |
. |
density_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
0.03 |
. |
o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| vgosa |
0.03 |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
-0.004 |
| AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
sst |
. |
. |
| sst |
. |
. |
sla |
. |
. |
PP |
. |
. |
| PP |
. |
. |
eastward_wind |
. |
. |
sla |
. |
. |
| sla |
. |
. |
surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1717 rest1_2
beta coefficients
| par_6 |
0.74 |
0.011 |
par_3 |
0.74 |
-0.029 |
par_3 |
0.74 |
-0.039 |
| northward_wind |
0.69 |
0.186 |
par_9 |
0.39 |
-0.01 |
par_9 |
0.47 |
-0.018 |
| Fe |
0.66 |
-0.028 |
par_12 |
0.39 |
0.022 |
par |
0.38 |
-0.004 |
| par_12 |
0.61 |
-0.05 |
par_6 |
0.34 |
-0.001 |
par_6 |
0.36 |
0.011 |
| par_3 |
0.6 |
0.036 |
par |
0.32 |
. |
wind_speed |
0.34 |
-0.087 |
| par_9 |
0.52 |
0.03 |
wind_speed |
0.3 |
-0.071 |
par_12 |
0.32 |
0.011 |
| par |
0.46 |
-0.033 |
Fe |
0.19 |
0.004 |
northward_wind |
0.32 |
. |
| vgos |
0.22 |
. |
sst_cruise |
0.18 |
-0.117 |
Fe |
0.15 |
. |
| wind_stress |
0.16 |
-0.188 |
northward_wind |
0.15 |
. |
ugos |
0.09 |
-0.052 |
| surface_downward_eastward_stress |
0.09 |
. |
sss_cruise |
0.1 |
0.111 |
sst_cruise |
0.08 |
-0.035 |
| ugos |
0.08 |
0.008 |
vgos |
0.06 |
. |
ugosa |
0.06 |
. |
| wind_speed |
0.08 |
. |
ugos |
0.06 |
-0.013 |
sss_cruise |
0.05 |
. |
| density_WOA_clim |
0.05 |
. |
vgosa |
0.04 |
. |
vgos |
0.04 |
. |
| o2sat_WOA_clim |
0.04 |
. |
AOU_WOA_clim |
. |
. |
wind_stress |
0.04 |
. |
| vgosa |
0.04 |
. |
density_WOA_clim |
. |
. |
vgosa |
0.02 |
. |
| ugosa |
0.03 |
. |
o2sat_WOA_clim |
. |
. |
surface_downward_eastward_stress |
0.02 |
. |
| oxygen_WOA_clim |
0.02 |
. |
oxygen_WOA_clim |
. |
. |
sss |
0.02 |
. |
| sst_cruise |
0.02 |
. |
salinity_WOA_clim |
. |
. |
density_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
o2sat_WOA_clim |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
surface_downward_northward_stress |
0.01 |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
salinity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
conductivity_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
CHL |
. |
. |
nitrate_WOA_clim |
. |
. |
| Si |
. |
. |
PHYC |
. |
. |
phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
PO4 |
. |
. |
silicate_WOA_clim |
. |
. |
| CHL |
. |
. |
O2 |
. |
. |
Si |
. |
. |
| PHYC |
. |
. |
sst |
. |
. |
NO3 |
. |
. |
| PO4 |
. |
. |
PP |
. |
. |
CHL |
. |
. |
| O2 |
. |
. |
sla |
. |
. |
PHYC |
. |
. |
| sst |
. |
. |
ugosa |
. |
. |
PO4 |
. |
. |
| PP |
. |
. |
wind_stress |
. |
. |
O2 |
. |
. |
| sla |
. |
. |
eastward_wind |
. |
. |
sst |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
PP |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
sla |
. |
. |
| sss |
. |
. |
sss |
. |
. |
eastward_wind |
. |
. |
KM1717 pico1_
beta coefficients
| par_3 |
0.81 |
0.145 |
par_3 |
0.7 |
-0.105 |
par |
0.73 |
0.032 |
| par_6 |
0.81 |
0.075 |
par_6 |
0.69 |
-0.103 |
par_6 |
0.65 |
-0.027 |
| par_9 |
0.6 |
0.069 |
par_12 |
0.56 |
-0.091 |
northward_wind |
0.56 |
-0.104 |
| par_12 |
0.53 |
0.026 |
vgos |
0.5 |
-0.147 |
par_9 |
0.43 |
. |
| northward_wind |
0.43 |
. |
par_9 |
0.41 |
0.003 |
par_12 |
0.38 |
-0.009 |
| par |
0.39 |
. |
par |
0.34 |
-0.046 |
par_3 |
0.33 |
. |
| Fe |
0.36 |
-0.026 |
Fe |
0.34 |
. |
Fe |
0.17 |
. |
| vgos |
0.28 |
. |
northward_wind |
0.23 |
. |
vgos |
0.16 |
0.011 |
| sst_cruise |
0.17 |
0.011 |
sss_cruise |
0.19 |
0.576 |
wind_speed |
0.12 |
. |
| wind_stress |
0.14 |
-0.055 |
sst_cruise |
0.19 |
. |
o2sat_WOA_clim |
0.1 |
. |
| ugos |
0.1 |
. |
wind_speed |
0.18 |
-0.02 |
wind_stress |
0.1 |
0.042 |
| wind_speed |
0.1 |
. |
ugos |
0.16 |
-0.052 |
sst_cruise |
0.09 |
. |
| surface_downward_eastward_stress |
0.09 |
. |
ugosa |
0.14 |
. |
density_WOA_clim |
0.08 |
0.012 |
| density_WOA_clim |
0.08 |
. |
o2sat_WOA_clim |
0.13 |
. |
vgosa |
0.08 |
. |
| sss_cruise |
0.07 |
-0.023 |
wind_stress |
0.06 |
. |
ugosa |
0.08 |
. |
| vgosa |
0.07 |
. |
density_WOA_clim |
0.03 |
. |
sss_cruise |
0.05 |
. |
| o2sat_WOA_clim |
0.06 |
. |
vgosa |
0.02 |
. |
surface_downward_eastward_stress |
0.03 |
. |
| ugosa |
0.06 |
. |
surface_downward_eastward_stress |
0.01 |
. |
sss |
0.03 |
. |
| AOU_WOA_clim |
0.02 |
. |
surface_downward_northward_stress |
0.01 |
. |
oxygen_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.02 |
. |
AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
0.01 |
. |
| sss |
0.02 |
. |
oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
0.01 |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| sla |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| surface_downward_northward_stress |
0.01 |
0.106 |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
PP |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
sla |
. |
. |
| sst |
. |
. |
sla |
. |
. |
ugos |
. |
. |
| PP |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
sss |
. |
. |
surface_downward_northward_stress |
. |
. |
KM1717 pico2_1
beta coefficients
| par_3 |
1 |
0.127 |
par_12 |
0.99 |
-0.092 |
par_6 |
0.98 |
-0.068 |
| par |
0.94 |
-0.048 |
par_3 |
0.97 |
-0.086 |
par |
0.94 |
0.041 |
| par_9 |
0.91 |
0.049 |
par_9 |
0.92 |
-0.04 |
northward_wind |
0.84 |
-0.289 |
| northward_wind |
0.91 |
0.141 |
par_6 |
0.83 |
-0.026 |
par_9 |
0.69 |
-0.002 |
| par_6 |
0.88 |
0.046 |
vgos |
0.64 |
-0.074 |
par_3 |
0.66 |
-0.003 |
| Fe |
0.72 |
-0.054 |
par |
0.55 |
-0.006 |
par_12 |
0.5 |
-0.019 |
| par_12 |
0.66 |
-0.019 |
northward_wind |
0.53 |
0.16 |
wind_speed |
0.44 |
0.163 |
| wind_stress |
0.57 |
. |
Fe |
0.42 |
. |
vgos |
0.42 |
0.083 |
| sst_cruise |
0.47 |
0.161 |
wind_speed |
0.34 |
-0.042 |
sst_cruise |
0.41 |
0.288 |
| vgos |
0.41 |
. |
wind_stress |
0.3 |
-0.005 |
Fe |
0.23 |
0.01 |
| wind_speed |
0.39 |
0.181 |
sst_cruise |
0.27 |
. |
o2sat_WOA_clim |
0.2 |
0.136 |
| ugos |
0.31 |
0.08 |
o2sat_WOA_clim |
0.24 |
-0.039 |
density_WOA_clim |
0.19 |
0.071 |
| density_WOA_clim |
0.23 |
-0.163 |
ugosa |
0.21 |
-0.004 |
sss_cruise |
0.17 |
-0.065 |
| ugosa |
0.23 |
. |
density_WOA_clim |
0.17 |
-0.229 |
ugosa |
0.13 |
-0.008 |
| surface_downward_eastward_stress |
0.19 |
0.646 |
vgosa |
0.1 |
. |
wind_stress |
0.08 |
. |
| sss_cruise |
0.14 |
. |
sss_cruise |
0.08 |
. |
ugos |
0.04 |
. |
| surface_downward_northward_stress |
0.14 |
0.162 |
ugos |
0.04 |
. |
surface_downward_eastward_stress |
0.04 |
. |
| vgosa |
0.12 |
-0.034 |
surface_downward_eastward_stress |
0.04 |
0.152 |
oxygen_WOA_clim |
0.02 |
. |
| salinity_WOA_clim |
0.09 |
-0.036 |
AOU_WOA_clim |
0.02 |
. |
vgosa |
0.02 |
. |
| o2sat_WOA_clim |
0.04 |
. |
sss |
0.02 |
. |
salinity_WOA_clim |
0.01 |
. |
| phosphate_WOA_clim |
0.02 |
. |
oxygen_WOA_clim |
0.01 |
. |
sss |
0.01 |
. |
| sss |
0.02 |
. |
salinity_WOA_clim |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
0.01 |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
0.01 |
-0.039 |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| sla |
0.01 |
-0.041 |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| eastward_wind |
0.01 |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
Si |
. |
. |
Si |
. |
. |
| nitrate_WOA_clim |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| silicate_WOA_clim |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| Si |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| NO3 |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| CHL |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| PHYC |
. |
. |
sst |
. |
. |
sst |
. |
. |
| PO4 |
. |
. |
PP |
. |
. |
PP |
. |
. |
| O2 |
. |
. |
sla |
. |
. |
sla |
. |
. |
| sst |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| PP |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
KM1717 pro1
beta coefficients
| par |
1 |
0.106 |
par_9 |
0.94 |
0.082 |
par |
0.76 |
-0.004 |
| par_3 |
1 |
0.111 |
par_3 |
0.83 |
-0.009 |
par_9 |
0.64 |
0.004 |
| par_6 |
1 |
0.203 |
par_12 |
0.79 |
-0.095 |
par_12 |
0.6 |
. |
| par_9 |
1 |
0.105 |
par_6 |
0.76 |
. |
par_6 |
0.52 |
-0.002 |
| northward_wind |
0.82 |
. |
par |
0.72 |
-0.042 |
par_3 |
0.49 |
0 |
| par_12 |
0.79 |
-0.028 |
sst_cruise |
0.54 |
-0.429 |
Fe |
0.42 |
-0.004 |
| Fe |
0.54 |
-0.013 |
Fe |
0.48 |
0.032 |
ugosa |
0.34 |
0.01 |
| wind_stress |
0.43 |
. |
sss_cruise |
0.42 |
0.648 |
wind_stress |
0.32 |
0.017 |
| ugosa |
0.39 |
0.039 |
northward_wind |
0.39 |
0.06 |
northward_wind |
0.23 |
-0.003 |
| wind_speed |
0.3 |
0.012 |
vgos |
0.25 |
-0.014 |
wind_speed |
0.22 |
. |
| vgosa |
0.29 |
-0.082 |
ugosa |
0.14 |
. |
o2sat_WOA_clim |
0.14 |
-0.01 |
| vgos |
0.24 |
. |
wind_speed |
0.1 |
. |
vgos |
0.13 |
. |
| sst_cruise |
0.19 |
-0.003 |
vgosa |
0.06 |
. |
vgosa |
0.11 |
-0.002 |
| surface_downward_eastward_stress |
0.17 |
0.212 |
wind_stress |
0.05 |
. |
sst_cruise |
0.09 |
0.009 |
| surface_downward_northward_stress |
0.17 |
0.176 |
o2sat_WOA_clim |
0.04 |
. |
sss_cruise |
0.03 |
. |
| o2sat_WOA_clim |
0.14 |
-0.097 |
ugos |
0.03 |
. |
density_WOA_clim |
0.02 |
. |
| ugos |
0.14 |
. |
AOU_WOA_clim |
0.01 |
. |
ugos |
0.02 |
. |
| density_WOA_clim |
0.11 |
. |
density_WOA_clim |
0.01 |
. |
sst |
0.01 |
. |
| sss_cruise |
0.1 |
. |
O2 |
0.01 |
. |
surface_downward_eastward_stress |
0.01 |
. |
| salinity_WOA_clim |
0.08 |
-0.03 |
sss |
0.01 |
. |
sss |
0.01 |
. |
| sss |
0.04 |
. |
oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| sst |
0.03 |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| eastward_wind |
0.03 |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
0.02 |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
0.02 |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| O2 |
0.01 |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
Si |
. |
. |
silicate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| nitrate_WOA_clim |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| silicate_WOA_clim |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| Si |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| NO3 |
. |
. |
sst |
. |
. |
PO4 |
. |
. |
| CHL |
. |
. |
PP |
. |
. |
O2 |
. |
. |
| PHYC |
. |
. |
sla |
. |
. |
PP |
. |
. |
| PO4 |
. |
. |
eastward_wind |
. |
. |
sla |
. |
. |
| PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
| sla |
. |
-0.209 |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
KM1717 syn
beta coefficients
| par_3 |
0.56 |
0.087 |
par_3 |
0.39 |
-0.074 |
par |
0.38 |
0.076 |
| par_6 |
0.49 |
0.123 |
par_12 |
0.26 |
-0.022 |
par_6 |
0.24 |
-0.074 |
| northward_wind |
0.41 |
0.032 |
par_6 |
0.25 |
. |
par_12 |
0.21 |
-0.038 |
| par_12 |
0.25 |
0.023 |
par |
0.19 |
0.039 |
par_3 |
0.2 |
. |
| par_9 |
0.24 |
. |
par_9 |
0.13 |
. |
par_9 |
0.17 |
0.064 |
| Fe |
0.21 |
-0.04 |
Fe |
0.1 |
. |
Fe |
0.1 |
. |
| par |
0.15 |
0.004 |
northward_wind |
0.08 |
. |
northward_wind |
0.06 |
. |
| vgos |
0.1 |
. |
vgos |
0.06 |
. |
density_WOA_clim |
0.05 |
. |
| ugosa |
0.07 |
. |
density_WOA_clim |
0.03 |
. |
vgos |
0.05 |
. |
| wind_stress |
0.06 |
. |
ugosa |
0.03 |
. |
wind_speed |
0.03 |
. |
| wind_speed |
0.06 |
. |
wind_stress |
0.03 |
. |
AOU_WOA_clim |
0.02 |
. |
| density_WOA_clim |
0.04 |
0.013 |
wind_speed |
0.03 |
. |
o2sat_WOA_clim |
0.02 |
. |
| o2sat_WOA_clim |
0.03 |
. |
sss_cruise |
0.01 |
. |
sss_cruise |
0.02 |
. |
| vgosa |
0.03 |
. |
sst_cruise |
0.01 |
. |
sst_cruise |
0.02 |
. |
| ugos |
0.03 |
. |
vgosa |
0.01 |
. |
O2 |
0.01 |
. |
| surface_downward_eastward_stress |
0.03 |
. |
ugos |
0.01 |
. |
vgosa |
0.01 |
. |
| sst_cruise |
0.02 |
. |
surface_downward_eastward_stress |
0.01 |
. |
wind_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
Si |
. |
. |
| sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
sst |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
PP |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
sla |
. |
. |
| sst |
. |
. |
sst |
. |
. |
ugosa |
. |
. |
| PP |
. |
. |
PP |
. |
. |
ugos |
. |
. |
| sla |
. |
. |
sla |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1717 bg2
beta coefficients
| par_3 |
0.41 |
0.002 |
par_3 |
0.53 |
-0.013 |
par_3 |
0.33 |
0.024 |
| northward_wind |
0.36 |
0.051 |
par |
0.19 |
. |
par |
0.28 |
. |
| par_6 |
0.25 |
. |
par_6 |
0.15 |
. |
par_6 |
0.18 |
. |
| par_12 |
0.25 |
-0.01 |
par_9 |
0.14 |
. |
par_9 |
0.18 |
. |
| par_9 |
0.23 |
. |
par_12 |
0.12 |
. |
par_12 |
0.17 |
-0.008 |
| Fe |
0.19 |
. |
sst_cruise |
0.08 |
. |
Fe |
0.15 |
-0.007 |
| par |
0.18 |
. |
Fe |
0.08 |
. |
northward_wind |
0.14 |
. |
| ugos |
0.05 |
. |
wind_speed |
0.08 |
. |
vgos |
0.12 |
. |
| wind_stress |
0.05 |
. |
vgos |
0.05 |
. |
ugosa |
0.03 |
. |
| wind_speed |
0.05 |
. |
sss_cruise |
0.04 |
. |
wind_stress |
0.03 |
. |
| sss_cruise |
0.04 |
. |
northward_wind |
0.04 |
. |
wind_speed |
0.03 |
. |
| vgos |
0.04 |
0.001 |
density_WOA_clim |
0.01 |
. |
density_WOA_clim |
0.02 |
. |
| ugosa |
0.04 |
0.03 |
vgosa |
0.01 |
. |
ugos |
0.01 |
. |
| surface_downward_eastward_stress |
0.04 |
. |
ugosa |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| surface_downward_northward_stress |
0.04 |
. |
wind_stress |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| vgosa |
0.03 |
. |
surface_downward_eastward_stress |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| sst |
0.02 |
. |
AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| sst_cruise |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| O2 |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| conductivity_WOA_clim |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| nitrate_WOA_clim |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| phosphate_WOA_clim |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| silicate_WOA_clim |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| Si |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| NO3 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| CHL |
. |
. |
sst |
. |
. |
PP |
. |
. |
| PHYC |
. |
. |
PP |
. |
. |
vgosa |
. |
. |
| PO4 |
. |
. |
sla |
. |
. |
sla |
. |
. |
| PP |
. |
. |
ugos |
. |
. |
eastward_wind |
. |
. |
| sla |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| eastward_wind |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1801 rest1_1
beta coefficients
| ugos |
0.07 |
. |
ugos |
0.06 |
. |
ugos |
0.07 |
. |
| par_6 |
0.05 |
. |
par_9 |
0.01 |
. |
par_6 |
0.05 |
. |
| par_12 |
0.04 |
. |
par_12 |
0.01 |
. |
par_12 |
0.05 |
. |
| ugosa |
0.03 |
. |
AOU_WOA_clim |
. |
. |
ugosa |
0.05 |
. |
| par_3 |
0.02 |
. |
density_WOA_clim |
. |
. |
par |
0.02 |
. |
| par |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
par_3 |
0.02 |
. |
| par_9 |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
par_9 |
0.02 |
. |
| Fe |
0.01 |
. |
salinity_WOA_clim |
. |
. |
Fe |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
sst_cruise |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
par |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
par_3 |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
par_6 |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
Si |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
NO3 |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
Fe |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
PP |
. |
. |
sst |
. |
. |
| PP |
. |
. |
vgosa |
. |
. |
PP |
. |
. |
| vgosa |
. |
. |
vgos |
. |
. |
vgosa |
. |
. |
| vgos |
. |
. |
sla |
. |
. |
vgos |
. |
. |
| sla |
. |
. |
ugosa |
. |
. |
sla |
. |
. |
| wind_stress |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1801 bead
beta coefficients
| par_9 |
0.25 |
. |
ugos |
0.54 |
. |
par_6 |
0.37 |
0.015 |
| ugos |
0.23 |
. |
ugosa |
0.53 |
-0.072 |
par_3 |
0.29 |
. |
| par_6 |
0.17 |
. |
par_12 |
0.08 |
. |
ugos |
0.08 |
. |
| par |
0.09 |
. |
par_6 |
0.03 |
. |
par_9 |
0.05 |
. |
| par_12 |
0.08 |
. |
par_9 |
0.03 |
. |
par |
0.02 |
. |
| par_3 |
0.07 |
. |
par |
0.02 |
. |
ugosa |
0.01 |
. |
| Fe |
0.07 |
. |
par_3 |
0.02 |
. |
AOU_WOA_clim |
. |
. |
| ugosa |
0.04 |
. |
Fe |
0.01 |
. |
density_WOA_clim |
. |
. |
| wind_stress |
0.01 |
. |
sla |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
par_12 |
. |
. |
| sss_cruise |
. |
. |
sss_cruise |
. |
. |
Si |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
Fe |
. |
. |
| sst |
. |
. |
sst |
. |
. |
PP |
. |
. |
| PP |
. |
. |
PP |
. |
. |
vgosa |
. |
. |
| vgosa |
. |
. |
vgosa |
. |
. |
vgos |
. |
. |
| vgos |
. |
. |
vgos |
. |
. |
sla |
. |
. |
| sla |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1801 pico2_1
beta coefficients
| par_12 |
0.62 |
0.028 |
par_3 |
0.77 |
-0.103 |
par |
0.76 |
0.087 |
| par_6 |
0.53 |
-0.026 |
ugosa |
0.7 |
-0.033 |
par_6 |
0.7 |
-0.049 |
| ugos |
0.34 |
. |
par_12 |
0.56 |
-0.031 |
par_9 |
0.57 |
. |
| ugosa |
0.28 |
0.008 |
par_9 |
0.39 |
-0.012 |
par_12 |
0.33 |
-0.003 |
| par_3 |
0.27 |
. |
par_6 |
0.34 |
. |
Fe |
0.31 |
-0.03 |
| par |
0.24 |
. |
Fe |
0.31 |
0.057 |
ugosa |
0.2 |
. |
| par_9 |
0.23 |
. |
sla |
0.31 |
0.182 |
ugos |
0.19 |
. |
| Fe |
0.22 |
. |
par |
0.25 |
. |
par_3 |
0.11 |
. |
| wind_stress |
0.04 |
. |
vgosa |
0.1 |
. |
sla |
0.05 |
. |
| vgosa |
0.03 |
. |
ugos |
0.08 |
. |
sss |
0.01 |
. |
| sla |
0.02 |
. |
wind_stress |
0.06 |
. |
AOU_WOA_clim |
. |
. |
| sss_cruise |
0.01 |
. |
sss_cruise |
0.04 |
. |
density_WOA_clim |
. |
. |
| sss |
0.01 |
. |
wind_speed |
0.03 |
. |
o2sat_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
surface_downward_northward_stress |
0.02 |
. |
oxygen_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
sss |
0.02 |
. |
salinity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
Si |
. |
. |
| sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
silicate_WOA_clim |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
sst_cruise |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
NO3 |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
CHL |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
PP |
. |
. |
| sst |
. |
. |
PO4 |
. |
. |
vgosa |
. |
. |
| PP |
. |
. |
O2 |
. |
. |
vgos |
. |
. |
| vgos |
. |
. |
sst |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
PP |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
vgos |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
eastward_wind |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
KOK1801 pico1_
beta coefficients
| par_3 |
0.94 |
0.346 |
ugosa |
0.72 |
-0.052 |
par |
0.93 |
0.047 |
| par_6 |
0.83 |
0.179 |
par_9 |
0.66 |
0.057 |
par_3 |
0.58 |
0.006 |
| par_9 |
0.56 |
0.147 |
par_6 |
0.52 |
0.036 |
ugos |
0.27 |
0.002 |
| ugosa |
0.42 |
. |
par |
0.44 |
-0.014 |
par_9 |
0.23 |
. |
| ugos |
0.39 |
0.114 |
par_12 |
0.31 |
. |
par_12 |
0.2 |
. |
| Fe |
0.36 |
-0.116 |
ugos |
0.31 |
. |
Fe |
0.18 |
. |
| par_12 |
0.31 |
. |
sla |
0.24 |
. |
par_6 |
0.08 |
. |
| par |
0.18 |
. |
par_3 |
0.23 |
. |
sla |
0.02 |
. |
| wind_stress |
0.06 |
. |
Fe |
0.15 |
. |
wind_stress |
0.02 |
. |
| vgosa |
0.05 |
. |
vgosa |
0.07 |
. |
ugosa |
0.01 |
. |
| sla |
0.03 |
. |
wind_stress |
0.06 |
. |
sss |
0.01 |
. |
| density_WOA_clim |
0.02 |
. |
sss_cruise |
0.04 |
. |
AOU_WOA_clim |
. |
. |
| vgos |
0.02 |
. |
sss |
0.03 |
. |
density_WOA_clim |
. |
. |
| eastward_wind |
0.02 |
. |
wind_speed |
0.02 |
. |
o2sat_WOA_clim |
. |
. |
| sss_cruise |
0.01 |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| surface_downward_eastward_stress |
0.01 |
. |
density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| wind_speed |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| sss |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| nitrate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
NO3 |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| sst_cruise |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| Si |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| NO3 |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| CHL |
. |
. |
O2 |
. |
. |
PP |
. |
. |
| PHYC |
. |
. |
sst |
. |
. |
vgosa |
. |
. |
| PO4 |
. |
. |
PP |
. |
. |
vgos |
. |
. |
| O2 |
. |
. |
vgos |
. |
. |
eastward_wind |
. |
. |
| sst |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| PP |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
KOK1801 rest1_2
beta coefficients
| par_6 |
0.31 |
0.007 |
ugosa |
0.36 |
-0.025 |
ugosa |
0.23 |
. |
| ugosa |
0.29 |
. |
par_12 |
0.33 |
0.019 |
par_9 |
0.11 |
. |
| par_12 |
0.28 |
. |
par |
0.19 |
. |
par_6 |
0.09 |
. |
| par_9 |
0.27 |
. |
ugos |
0.14 |
. |
par_12 |
0.09 |
. |
| sla |
0.23 |
-0.004 |
par_9 |
0.11 |
. |
par_3 |
0.07 |
. |
| ugos |
0.16 |
. |
par_3 |
0.04 |
. |
sla |
0.06 |
. |
| par_3 |
0.14 |
. |
par_6 |
0.03 |
. |
ugos |
0.03 |
. |
| Fe |
0.13 |
. |
Fe |
0.01 |
. |
sss |
0.01 |
. |
| par |
0.11 |
. |
sla |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| wind_stress |
0.07 |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| sss_cruise |
0.01 |
. |
density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| vgos |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
sst_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
par |
. |
. |
| silicate_WOA_clim |
. |
. |
Si |
. |
. |
Si |
. |
. |
| sst_cruise |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
Fe |
. |
. |
| sst |
. |
. |
vgosa |
. |
. |
PP |
. |
. |
| PP |
. |
. |
vgos |
. |
. |
vgosa |
. |
. |
| vgosa |
. |
. |
wind_stress |
. |
. |
vgos |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
wind_speed |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
northward_wind |
. |
. |
KOK1801 pico2_2
beta coefficients
| par_6 |
0.32 |
-0.008 |
ugosa |
0.33 |
-0.032 |
par_6 |
0.35 |
-0.024 |
| par_3 |
0.31 |
-0.008 |
par_3 |
0.31 |
-0.005 |
par |
0.12 |
. |
| ugos |
0.26 |
. |
par_6 |
0.25 |
-0.02 |
par_9 |
0.12 |
. |
| par_12 |
0.23 |
. |
par_9 |
0.21 |
. |
ugos |
0.1 |
. |
| ugosa |
0.17 |
. |
par_12 |
0.14 |
. |
Fe |
0.06 |
. |
| par |
0.15 |
. |
Fe |
0.12 |
. |
ugosa |
0.06 |
. |
| par_9 |
0.14 |
. |
sla |
0.09 |
. |
par_3 |
0.04 |
. |
| Fe |
0.13 |
0.006 |
ugos |
0.05 |
. |
par_12 |
0.04 |
. |
| sss_cruise |
0.03 |
. |
par |
0.04 |
. |
sla |
0.01 |
. |
| sla |
0.03 |
. |
sss_cruise |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| wind_stress |
0.03 |
. |
vgosa |
0.01 |
. |
density_WOA_clim |
. |
. |
| vgosa |
0.01 |
. |
wind_stress |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| wind_speed |
0.01 |
. |
sss |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
| sss |
0.01 |
. |
AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
Si |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
CHL |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
PHYC |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
PO4 |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
O2 |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
sst |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
PP |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
vgosa |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
vgos |
. |
. |
| sst |
. |
. |
PP |
. |
. |
wind_stress |
. |
. |
| PP |
. |
. |
vgos |
. |
. |
eastward_wind |
. |
. |
| vgos |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
surface_downward_northward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
northward_wind |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
sss |
. |
. |
KOK1801 bg1
beta coefficients
| ugos |
0.09 |
. |
par_3 |
0.04 |
. |
par_3 |
0.15 |
. |
| par_3 |
0.02 |
. |
ugos |
0.04 |
. |
par_6 |
0.13 |
. |
| par_6 |
0.02 |
. |
par_6 |
0.02 |
. |
ugos |
0.1 |
. |
| AOU_WOA_clim |
. |
. |
par_12 |
0.02 |
. |
par_9 |
0.03 |
. |
| density_WOA_clim |
. |
. |
ugosa |
0.01 |
. |
Fe |
0.01 |
. |
| o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
ugosa |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| par |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| par_9 |
. |
. |
sst_cruise |
. |
. |
sss_cruise |
. |
. |
| par_12 |
. |
. |
par |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
par_9 |
. |
. |
par |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
par_12 |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| sst |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| Fe |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| PP |
. |
. |
Fe |
. |
. |
sst |
. |
. |
| vgosa |
. |
. |
PP |
. |
. |
PP |
. |
. |
| vgos |
. |
. |
vgosa |
. |
. |
vgosa |
. |
. |
| sla |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| ugosa |
. |
. |
sla |
. |
. |
sla |
. |
. |
| wind_stress |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1801 bg2
beta coefficients
| par_6 |
0.05 |
. |
ugos |
0.31 |
-0.025 |
par_12 |
0.11 |
. |
| ugos |
0.05 |
. |
par_6 |
0.18 |
0.013 |
par_3 |
0.07 |
. |
| par_3 |
0.03 |
. |
ugosa |
0.11 |
. |
par_6 |
0.04 |
. |
| par_9 |
0.01 |
. |
par_3 |
0.03 |
. |
ugosa |
0.04 |
. |
| par_12 |
0.01 |
. |
par_9 |
0.02 |
. |
ugos |
0.04 |
. |
| ugosa |
0.01 |
. |
par_12 |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sss_cruise |
. |
. |
sss_cruise |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
par |
. |
. |
| par |
. |
. |
par |
. |
. |
par_9 |
. |
. |
| Si |
. |
. |
Si |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
sst |
. |
. |
sst |
. |
. |
| Fe |
. |
. |
Fe |
. |
. |
Fe |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PP |
. |
. |
| vgosa |
. |
. |
vgosa |
. |
. |
vgosa |
. |
. |
| vgos |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| sla |
. |
. |
sla |
. |
. |
sla |
. |
. |
| wind_stress |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1801 pro1
beta coefficients
| par_6 |
1 |
0.167 |
ugosa |
0.73 |
-0.019 |
ugos |
0.91 |
0.009 |
| par_3 |
0.99 |
0.153 |
par_6 |
0.71 |
0.062 |
par_3 |
0.8 |
0.01 |
| par_9 |
0.67 |
0.048 |
par |
0.56 |
-0.034 |
Fe |
0.42 |
0.006 |
| ugos |
0.52 |
0.038 |
par_9 |
0.13 |
. |
par_6 |
0.3 |
. |
| Fe |
0.46 |
-0.058 |
par_3 |
0.12 |
. |
par_12 |
0.26 |
. |
| par_12 |
0.28 |
. |
wind_stress |
0.12 |
. |
wind_stress |
0.24 |
. |
| ugosa |
0.2 |
. |
ugos |
0.07 |
. |
ugosa |
0.13 |
. |
| par |
0.19 |
. |
par_12 |
0.06 |
. |
par |
0.09 |
. |
| vgosa |
0.15 |
. |
Fe |
0.03 |
. |
par_9 |
0.08 |
. |
| sss_cruise |
0.13 |
. |
sss_cruise |
0.02 |
. |
sla |
0.07 |
. |
| wind_stress |
0.1 |
. |
sla |
0.02 |
. |
vgosa |
0.01 |
. |
| sss |
0.08 |
. |
vgos |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| surface_downward_northward_stress |
0.07 |
. |
sss |
0.01 |
. |
density_WOA_clim |
. |
. |
| vgos |
0.02 |
. |
AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| density_WOA_clim |
0.01 |
. |
density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| sla |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| wind_speed |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| northward_wind |
0.01 |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| conductivity_WOA_clim |
. |
. |
sst_cruise |
. |
. |
Si |
. |
. |
| nitrate_WOA_clim |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| phosphate_WOA_clim |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| silicate_WOA_clim |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| sst_cruise |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| Si |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| NO3 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| CHL |
. |
. |
sst |
. |
. |
PP |
. |
. |
| PHYC |
. |
. |
PP |
. |
. |
vgos |
. |
. |
| PO4 |
. |
. |
vgosa |
. |
. |
eastward_wind |
. |
. |
| O2 |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| sst |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
| PP |
. |
. |
wind_speed |
. |
. |
surface_downward_northward_stress |
. |
. |
| eastward_wind |
. |
. |
surface_downward_northward_stress |
. |
. |
northward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
northward_wind |
. |
. |
sss |
. |
. |
KOK1801 rest2_
beta coefficients
| par_12 |
0.01 |
. |
ugos |
0.04 |
. |
ugos |
0.56 |
0.008 |
| ugos |
0.01 |
. |
ugosa |
0.02 |
. |
par_3 |
0.19 |
. |
| AOU_WOA_clim |
. |
. |
par_6 |
0.01 |
. |
ugosa |
0.14 |
. |
| density_WOA_clim |
. |
. |
par_12 |
0.01 |
. |
par |
0.03 |
. |
| o2sat_WOA_clim |
. |
. |
wind_stress |
0.01 |
. |
wind_stress |
0.02 |
. |
| oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
par_9 |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
par_12 |
0.01 |
. |
| conductivity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
Fe |
0.01 |
. |
| nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| par |
. |
. |
silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| par_3 |
. |
. |
sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
| par_6 |
. |
. |
sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| par_9 |
. |
. |
par |
. |
. |
silicate_WOA_clim |
. |
. |
| Si |
. |
. |
par_3 |
. |
. |
sss_cruise |
. |
. |
| NO3 |
. |
. |
par_9 |
. |
. |
sst_cruise |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
par_6 |
. |
. |
| PHYC |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| PO4 |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| sst |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| Fe |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| PP |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| vgosa |
. |
. |
Fe |
. |
. |
sst |
. |
. |
| vgos |
. |
. |
PP |
. |
. |
PP |
. |
. |
| sla |
. |
. |
vgosa |
. |
. |
vgosa |
. |
. |
| ugosa |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| wind_stress |
. |
. |
sla |
. |
. |
sla |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1802 rest1_1
beta coefficients
| wind_stress |
0.541 |
0.007 |
vgos |
0.245 |
. |
wind_stress |
0.316 |
. |
| par_12 |
0.449 |
. |
par_3 |
0.235 |
. |
par_12 |
0.173 |
. |
| vgos |
0.378 |
-0.007 |
wind_stress |
0.163 |
. |
vgos |
0.153 |
. |
| par_9 |
0.276 |
. |
par |
0.143 |
. |
par_3 |
0.133 |
. |
| par_6 |
0.245 |
. |
par_9 |
0.133 |
. |
par_9 |
0.092 |
. |
| par_3 |
0.122 |
. |
vgosa |
0.102 |
. |
par |
0.082 |
. |
| par |
0.112 |
. |
par_6 |
0.082 |
. |
wind_speed |
0.082 |
. |
| ugosa |
0.061 |
. |
par_12 |
0.061 |
. |
par_6 |
0.071 |
. |
| surface_downward_northward_stress |
0.061 |
. |
wind_speed |
0.051 |
. |
surface_downward_northward_stress |
0.031 |
. |
| ugos |
0.041 |
. |
sla |
0.031 |
. |
ugos |
0.02 |
. |
| Fe |
0.031 |
. |
ugos |
0.02 |
. |
Fe |
0.01 |
. |
| vgosa |
0.031 |
. |
Fe |
0.01 |
. |
ugosa |
0.01 |
. |
| wind_speed |
0.02 |
. |
surface_downward_northward_stress |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| surface_downward_eastward_stress |
0.01 |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
sst_cruise |
. |
. |
| sss_cruise |
. |
. |
sst_cruise |
. |
. |
Si |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
PP |
. |
. |
| sst |
. |
. |
PP |
. |
. |
vgosa |
. |
. |
| PP |
. |
. |
ugosa |
. |
. |
sla |
. |
. |
| sla |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1802 bead
beta coefficients
| vgos |
0.439 |
. |
wind_stress |
0.357 |
. |
wind_stress |
0.5 |
-0.004 |
| wind_stress |
0.255 |
. |
par_12 |
0.255 |
. |
par_12 |
0.439 |
. |
| par_3 |
0.224 |
. |
wind_speed |
0.163 |
. |
par_3 |
0.429 |
. |
| par_6 |
0.204 |
. |
par_9 |
0.143 |
. |
vgos |
0.327 |
. |
| par_12 |
0.184 |
. |
par_6 |
0.133 |
. |
wind_speed |
0.153 |
. |
| par_9 |
0.133 |
. |
vgos |
0.122 |
. |
par_6 |
0.143 |
. |
| par |
0.071 |
. |
par |
0.092 |
. |
par |
0.092 |
. |
| ugosa |
0.061 |
. |
par_3 |
0.061 |
. |
par_9 |
0.071 |
. |
| vgosa |
0.031 |
. |
surface_downward_northward_stress |
0.061 |
. |
ugos |
0.071 |
. |
| surface_downward_northward_stress |
0.031 |
. |
Fe |
0.051 |
. |
Fe |
0.041 |
. |
| ugos |
0.01 |
. |
ugos |
0.051 |
. |
surface_downward_northward_stress |
0.041 |
. |
| AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
0.02 |
. |
vgosa |
0.01 |
. |
| density_WOA_clim |
. |
. |
AOU_WOA_clim |
0.01 |
. |
eastward_wind |
0.01 |
. |
| o2sat_WOA_clim |
. |
. |
vgosa |
0.01 |
. |
sss |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
ugosa |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| Si |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
sst_cruise |
. |
. |
sss_cruise |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| PHYC |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| PO4 |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| sst |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| Fe |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| PP |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| sla |
. |
. |
PP |
. |
. |
sst |
. |
. |
| eastward_wind |
. |
. |
sla |
. |
. |
PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
sla |
. |
. |
| wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
ugosa |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| sss |
. |
. |
sss |
. |
. |
northward_wind |
. |
. |
KM1802 bg1
beta coefficients
| wind_stress |
0.214 |
. |
par |
0.276 |
. |
vgos |
0.265 |
. |
| par_6 |
0.194 |
. |
vgos |
0.265 |
. |
wind_stress |
0.235 |
. |
| vgos |
0.163 |
. |
par_6 |
0.194 |
. |
par_3 |
0.173 |
. |
| par_9 |
0.153 |
. |
par_12 |
0.173 |
. |
par_9 |
0.143 |
. |
| par_12 |
0.143 |
. |
par_9 |
0.153 |
. |
par |
0.133 |
. |
| par_3 |
0.112 |
. |
wind_stress |
0.143 |
. |
par_12 |
0.133 |
. |
| par |
0.092 |
. |
par_3 |
0.133 |
. |
wind_speed |
0.112 |
. |
| ugos |
0.061 |
. |
vgosa |
0.051 |
. |
par_6 |
0.092 |
. |
| vgosa |
0.051 |
. |
ugos |
0.051 |
. |
o2sat_WOA_clim |
0.031 |
. |
| ugosa |
0.031 |
. |
surface_downward_northward_stress |
0.051 |
. |
vgosa |
0.031 |
. |
| wind_speed |
0.031 |
. |
wind_speed |
0.02 |
. |
ugosa |
0.031 |
. |
| surface_downward_northward_stress |
0.031 |
. |
o2sat_WOA_clim |
0.01 |
. |
sla |
0.02 |
. |
| o2sat_WOA_clim |
0.02 |
. |
sst_cruise |
0.01 |
. |
sst_cruise |
0.01 |
. |
| Fe |
0.01 |
. |
Fe |
0.01 |
. |
Fe |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
ugosa |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
sss_cruise |
. |
. |
Si |
. |
. |
| Si |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| sst |
. |
. |
sst |
. |
. |
PP |
. |
. |
| PP |
. |
. |
PP |
. |
. |
ugos |
. |
. |
| sla |
. |
. |
sla |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1802 syn
beta coefficients
| vgos |
0.939 |
0.071 |
vgos |
0.5 |
. |
wind_stress |
0.48 |
. |
| par_9 |
0.388 |
. |
wind_stress |
0.418 |
. |
vgos |
0.398 |
. |
| par_6 |
0.367 |
. |
par_9 |
0.245 |
. |
par_3 |
0.357 |
. |
| par_3 |
0.173 |
. |
par_12 |
0.224 |
. |
par_9 |
0.092 |
. |
| par_12 |
0.133 |
. |
par_3 |
0.153 |
. |
par |
0.071 |
. |
| wind_stress |
0.071 |
. |
wind_speed |
0.153 |
. |
par_6 |
0.061 |
. |
| Fe |
0.041 |
. |
vgosa |
0.143 |
. |
par_12 |
0.041 |
. |
| vgosa |
0.031 |
. |
par |
0.061 |
. |
vgosa |
0.031 |
. |
| par |
0.01 |
. |
par_6 |
0.031 |
. |
ugos |
0.02 |
. |
| ugosa |
0.01 |
. |
sla |
0.031 |
. |
wind_speed |
0.02 |
. |
| ugos |
0.01 |
. |
ugos |
0.02 |
. |
surface_downward_northward_stress |
0.02 |
. |
| wind_speed |
0.01 |
. |
AOU_WOA_clim |
. |
. |
Fe |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
sla |
0.01 |
. |
| density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
ugosa |
0.01 |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
silicate_WOA_clim |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
sss_cruise |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
sst_cruise |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
Si |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
NO3 |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
CHL |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
PHYC |
. |
. |
| sst |
. |
. |
Fe |
. |
. |
PO4 |
. |
. |
| PP |
. |
. |
PP |
. |
. |
O2 |
. |
. |
| sla |
. |
. |
ugosa |
. |
. |
sst |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1802 pico1_
beta coefficients
| vgos |
0.592 |
. |
vgos |
0.408 |
-0.094 |
wind_stress |
0.724 |
-0.009 |
| par_6 |
0.316 |
. |
par_6 |
0.184 |
. |
vgos |
0.459 |
0 |
| par_9 |
0.276 |
. |
par_9 |
0.112 |
. |
par_12 |
0.449 |
. |
| par_12 |
0.122 |
. |
wind_stress |
0.112 |
. |
par_3 |
0.408 |
. |
| par_3 |
0.082 |
. |
par_12 |
0.092 |
. |
par_9 |
0.296 |
. |
| wind_stress |
0.071 |
. |
par_3 |
0.071 |
. |
wind_speed |
0.214 |
. |
| par |
0.031 |
. |
par |
0.051 |
. |
par |
0.133 |
. |
| Fe |
0.02 |
. |
vgosa |
0.02 |
. |
par_6 |
0.102 |
. |
| AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
0.01 |
. |
ugos |
0.092 |
. |
| density_WOA_clim |
. |
. |
ugos |
0.01 |
. |
vgosa |
0.082 |
. |
| o2sat_WOA_clim |
. |
. |
wind_speed |
0.01 |
. |
Fe |
0.02 |
. |
| oxygen_WOA_clim |
. |
. |
surface_downward_northward_stress |
0.01 |
. |
surface_downward_northward_stress |
0.02 |
. |
| salinity_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
sst_cruise |
0.01 |
. |
| nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
sla |
0.01 |
. |
| phosphate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
ugosa |
0.01 |
. |
| silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
eastward_wind |
0.01 |
. |
| sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| Si |
. |
. |
silicate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| NO3 |
. |
. |
sss_cruise |
. |
. |
salinity_WOA_clim |
. |
. |
| CHL |
. |
. |
sst_cruise |
. |
. |
conductivity_WOA_clim |
. |
. |
| PHYC |
. |
. |
Si |
. |
. |
nitrate_WOA_clim |
. |
. |
| PO4 |
. |
. |
NO3 |
. |
. |
phosphate_WOA_clim |
. |
. |
| O2 |
. |
. |
CHL |
. |
. |
silicate_WOA_clim |
. |
. |
| sst |
. |
. |
PHYC |
. |
. |
sss_cruise |
. |
. |
| PP |
. |
. |
PO4 |
. |
. |
Si |
. |
. |
| vgosa |
. |
. |
O2 |
. |
. |
NO3 |
. |
. |
| sla |
. |
. |
sst |
. |
. |
CHL |
. |
. |
| ugosa |
. |
. |
Fe |
. |
. |
PHYC |
. |
. |
| ugos |
. |
. |
PP |
. |
. |
PO4 |
. |
. |
| eastward_wind |
. |
. |
sla |
. |
. |
O2 |
. |
. |
| surface_downward_eastward_stress |
. |
. |
ugosa |
. |
. |
sst |
. |
. |
| wind_speed |
. |
. |
eastward_wind |
. |
. |
PP |
. |
. |
| surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1802 pico2_1
beta coefficients
| par_6 |
0.949 |
0.102 |
par_12 |
0.918 |
-0.057 |
par_3 |
0.867 |
0.06 |
| par_9 |
0.816 |
0.036 |
par_6 |
0.857 |
-0.054 |
wind_stress |
0.837 |
-0.052 |
| par_3 |
0.786 |
0.04 |
vgos |
0.847 |
-0.046 |
par |
0.827 |
0.082 |
| vgos |
0.561 |
. |
wind_stress |
0.755 |
0.026 |
par_12 |
0.765 |
0.037 |
| wind_stress |
0.52 |
-0.001 |
par_3 |
0.622 |
-0.021 |
vgos |
0.612 |
. |
| par_12 |
0.459 |
. |
par_9 |
0.49 |
. |
par_9 |
0.439 |
. |
| par |
0.296 |
. |
par |
0.449 |
. |
par_6 |
0.398 |
. |
| Fe |
0.143 |
. |
wind_speed |
0.286 |
. |
wind_speed |
0.296 |
. |
| surface_downward_northward_stress |
0.133 |
. |
surface_downward_northward_stress |
0.143 |
. |
surface_downward_northward_stress |
0.184 |
. |
| ugosa |
0.102 |
. |
ugos |
0.133 |
. |
vgosa |
0.143 |
. |
| vgosa |
0.092 |
. |
vgosa |
0.122 |
. |
sla |
0.122 |
. |
| o2sat_WOA_clim |
0.051 |
. |
ugosa |
0.102 |
. |
ugos |
0.082 |
. |
| ugos |
0.051 |
. |
sst_cruise |
0.051 |
. |
ugosa |
0.051 |
. |
| wind_speed |
0.031 |
. |
Fe |
0.051 |
. |
eastward_wind |
0.031 |
. |
| AOU_WOA_clim |
0.01 |
. |
o2sat_WOA_clim |
0.031 |
. |
o2sat_WOA_clim |
0.01 |
. |
| sla |
0.01 |
. |
sla |
0.02 |
. |
Fe |
0.01 |
. |
| density_WOA_clim |
. |
. |
sss_cruise |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
eastward_wind |
0.01 |
. |
density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| Si |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| sst |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| PP |
. |
. |
sst |
. |
. |
sst |
. |
. |
| eastward_wind |
. |
. |
PP |
. |
. |
PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1802 bg2
beta coefficients
| vgos |
0.194 |
. |
vgos |
0.245 |
. |
vgos |
0.245 |
. |
| wind_stress |
0.071 |
. |
wind_stress |
0.163 |
. |
wind_stress |
0.224 |
. |
| par_3 |
0.061 |
. |
par_3 |
0.071 |
. |
par_3 |
0.163 |
. |
| par_12 |
0.061 |
. |
par_12 |
0.071 |
. |
par_6 |
0.102 |
. |
| par_6 |
0.051 |
. |
par_9 |
0.051 |
. |
par |
0.082 |
. |
| par_9 |
0.051 |
. |
par |
0.041 |
. |
par_12 |
0.082 |
. |
| par |
0.041 |
. |
par_6 |
0.041 |
. |
par_9 |
0.051 |
. |
| Fe |
0.02 |
. |
o2sat_WOA_clim |
0.01 |
. |
wind_speed |
0.041 |
. |
| wind_speed |
0.02 |
. |
Fe |
0.01 |
. |
Fe |
0.031 |
. |
| ugosa |
0.01 |
. |
vgosa |
0.01 |
. |
ugos |
0.02 |
. |
| ugos |
0.01 |
. |
sla |
0.01 |
. |
ugosa |
0.01 |
. |
| surface_downward_northward_stress |
0.01 |
. |
ugosa |
0.01 |
. |
surface_downward_northward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
ugos |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
surface_downward_eastward_stress |
0.01 |
. |
density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sst_cruise |
. |
. |
sss_cruise |
. |
. |
sst_cruise |
. |
. |
| Si |
. |
. |
sst_cruise |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| PP |
. |
. |
sst |
. |
. |
PP |
. |
. |
| vgosa |
. |
. |
PP |
. |
. |
vgosa |
. |
. |
| sla |
. |
. |
eastward_wind |
. |
. |
sla |
. |
. |
| eastward_wind |
. |
. |
wind_speed |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1802 rest2_
beta coefficients
| vgos |
0.306 |
. |
vgos |
0.367 |
. |
wind_stress |
0.745 |
-0.008 |
| par_6 |
0.112 |
. |
wind_stress |
0.173 |
. |
par_12 |
0.612 |
0.006 |
| par_3 |
0.092 |
. |
par_6 |
0.082 |
. |
par_3 |
0.541 |
. |
| par_9 |
0.071 |
. |
par_3 |
0.061 |
. |
vgos |
0.449 |
. |
| par_12 |
0.061 |
. |
par_9 |
0.051 |
. |
par_6 |
0.347 |
. |
| par |
0.051 |
. |
par_12 |
0.031 |
. |
par_9 |
0.286 |
. |
| wind_stress |
0.041 |
. |
par |
0.02 |
. |
par |
0.173 |
. |
| Fe |
0.02 |
. |
vgosa |
0.02 |
. |
wind_speed |
0.173 |
. |
| wind_speed |
0.02 |
. |
wind_speed |
0.02 |
. |
ugos |
0.092 |
. |
| vgosa |
0.01 |
. |
Fe |
0.01 |
. |
Fe |
0.031 |
. |
| ugosa |
0.01 |
. |
AOU_WOA_clim |
. |
. |
sla |
0.02 |
. |
| surface_downward_northward_stress |
0.01 |
. |
density_WOA_clim |
. |
. |
surface_downward_northward_stress |
0.02 |
. |
| AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
vgosa |
0.01 |
. |
| density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
ugosa |
0.01 |
. |
| o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
conductivity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
Si |
. |
. |
phosphate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
NO3 |
. |
. |
silicate_WOA_clim |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
sss_cruise |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
sst_cruise |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
Si |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
NO3 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
CHL |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
PHYC |
. |
. |
| sst |
. |
. |
sla |
. |
. |
PO4 |
. |
. |
| PP |
. |
. |
ugosa |
. |
. |
O2 |
. |
. |
| sla |
. |
. |
ugos |
. |
. |
sst |
. |
. |
| ugos |
. |
. |
eastward_wind |
. |
. |
PP |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KM1802 pro1
beta coefficients
| par_3 |
1 |
0.112 |
par |
0.929 |
-0.062 |
par_12 |
0.98 |
0.027 |
| par_6 |
0.99 |
0.127 |
wind_stress |
0.929 |
0.029 |
par_3 |
0.949 |
0.03 |
| par_9 |
0.99 |
0.09 |
vgos |
0.786 |
-0.028 |
par |
0.704 |
-0.009 |
| par |
0.908 |
0.06 |
par_9 |
0.541 |
0.01 |
par_6 |
0.684 |
0.011 |
| par_12 |
0.827 |
0.043 |
par_3 |
0.286 |
. |
par_9 |
0.663 |
0.006 |
| vgos |
0.776 |
0.035 |
par_6 |
0.204 |
. |
wind_speed |
0.622 |
-0.029 |
| wind_stress |
0.347 |
. |
vgosa |
0.194 |
. |
vgos |
0.612 |
-0.007 |
| vgosa |
0.296 |
. |
par_12 |
0.143 |
. |
wind_stress |
0.459 |
. |
| ugosa |
0.265 |
. |
wind_speed |
0.102 |
. |
ugos |
0.388 |
-0.005 |
| Fe |
0.133 |
. |
ugos |
0.071 |
. |
surface_downward_northward_stress |
0.316 |
. |
| surface_downward_northward_stress |
0.112 |
. |
Fe |
0.041 |
. |
sla |
0.306 |
. |
| wind_speed |
0.102 |
. |
surface_downward_northward_stress |
0.041 |
. |
Fe |
0.153 |
. |
| ugos |
0.071 |
. |
o2sat_WOA_clim |
0.031 |
. |
ugosa |
0.122 |
. |
| o2sat_WOA_clim |
0.02 |
. |
ugosa |
0.031 |
. |
vgosa |
0.092 |
. |
| sla |
0.02 |
. |
sla |
0.01 |
. |
sst_cruise |
0.082 |
. |
| density_WOA_clim |
0.01 |
. |
AOU_WOA_clim |
. |
. |
sss |
0.061 |
. |
| sss_cruise |
0.01 |
. |
density_WOA_clim |
. |
. |
o2sat_WOA_clim |
0.041 |
. |
| sst_cruise |
0.01 |
. |
oxygen_WOA_clim |
. |
. |
eastward_wind |
0.041 |
. |
| eastward_wind |
0.01 |
. |
salinity_WOA_clim |
. |
. |
sss_cruise |
0.031 |
. |
| AOU_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
density_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
surface_downward_eastward_stress |
0.01 |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
oxygen_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
salinity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
Si |
. |
. |
conductivity_WOA_clim |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
nitrate_WOA_clim |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
silicate_WOA_clim |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
Si |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
NO3 |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
CHL |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
PHYC |
. |
. |
| sst |
. |
. |
PP |
. |
. |
PO4 |
. |
. |
| PP |
. |
. |
eastward_wind |
. |
. |
O2 |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
sst |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
PP |
. |
. |
| sss |
. |
. |
sss |
. |
. |
northward_wind |
. |
. |
KM1802 small
beta coefficients
| par_3 |
0.357 |
. |
vgos |
0.347 |
. |
wind_stress |
0.643 |
-0.017 |
| par_6 |
0.357 |
. |
wind_stress |
0.347 |
. |
par_12 |
0.561 |
. |
| vgos |
0.337 |
. |
par |
0.184 |
. |
par_3 |
0.49 |
. |
| par_9 |
0.306 |
. |
par_9 |
0.133 |
. |
vgos |
0.459 |
0.015 |
| wind_stress |
0.194 |
. |
par_3 |
0.092 |
. |
par_6 |
0.337 |
. |
| par |
0.173 |
. |
par_6 |
0.082 |
. |
par_9 |
0.327 |
. |
| par_12 |
0.153 |
. |
par_12 |
0.041 |
. |
par |
0.245 |
. |
| ugosa |
0.082 |
. |
wind_speed |
0.041 |
. |
wind_speed |
0.235 |
. |
| vgosa |
0.051 |
. |
vgosa |
0.031 |
. |
ugos |
0.112 |
. |
| Fe |
0.02 |
. |
AOU_WOA_clim |
. |
. |
surface_downward_northward_stress |
0.092 |
. |
| wind_speed |
0.01 |
. |
density_WOA_clim |
. |
. |
Fe |
0.071 |
. |
| surface_downward_northward_stress |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
sla |
0.051 |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
vgosa |
0.031 |
. |
| density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
ugosa |
0.031 |
. |
| o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
eastward_wind |
0.02 |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
o2sat_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sst_cruise |
0.01 |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
density_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
oxygen_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
Si |
. |
. |
salinity_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
NO3 |
. |
. |
conductivity_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
CHL |
. |
. |
nitrate_WOA_clim |
. |
. |
| Si |
. |
. |
PHYC |
. |
. |
phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
PO4 |
. |
. |
silicate_WOA_clim |
. |
. |
| CHL |
. |
. |
O2 |
. |
. |
sss_cruise |
. |
. |
| PHYC |
. |
. |
sst |
. |
. |
Si |
. |
. |
| PO4 |
. |
. |
Fe |
. |
. |
NO3 |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
CHL |
. |
. |
| sst |
. |
. |
sla |
. |
. |
PHYC |
. |
. |
| PP |
. |
. |
ugosa |
. |
. |
PO4 |
. |
. |
| sla |
. |
. |
ugos |
. |
. |
O2 |
. |
. |
| ugos |
. |
. |
eastward_wind |
. |
. |
sst |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_northward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1803 pico2_1
beta coefficients
| par_3 |
0.608 |
. |
par |
0.969 |
-0.137 |
par |
0.969 |
0.082 |
| par |
0.495 |
. |
par_3 |
0.928 |
-0.127 |
par_6 |
0.639 |
-0.05 |
| par_6 |
0.474 |
. |
par_9 |
0.639 |
-0.059 |
par_9 |
0.577 |
-0.044 |
| par_12 |
0.433 |
. |
par_12 |
0.567 |
-0.04 |
surface_downward_northward_stress |
0.34 |
0.018 |
| par_9 |
0.392 |
0.022 |
vgosa |
0.505 |
-0.07 |
vgosa |
0.289 |
0.049 |
| surface_downward_northward_stress |
0.247 |
0.003 |
surface_downward_northward_stress |
0.33 |
-0.018 |
par_12 |
0.258 |
-0.003 |
| ugos |
0.237 |
0.04 |
par_6 |
0.247 |
. |
par_3 |
0.206 |
. |
| vgosa |
0.216 |
. |
sss |
0.082 |
. |
sss |
0.082 |
. |
| ugosa |
0.206 |
0.057 |
wind_speed |
0.072 |
. |
wind_stress |
0.052 |
. |
| Fe |
0.103 |
. |
Fe |
0.052 |
. |
ugos |
0.041 |
. |
| wind_stress |
0.052 |
. |
ugos |
0.031 |
. |
density_WOA_clim |
0.021 |
. |
| density_WOA_clim |
0.021 |
. |
wind_stress |
0.031 |
. |
Fe |
0.021 |
. |
| wind_speed |
0.021 |
. |
ugosa |
0.021 |
. |
wind_speed |
0.01 |
. |
| sss_cruise |
0.01 |
. |
density_WOA_clim |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| sst_cruise |
0.01 |
. |
sst_cruise |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| northward_wind |
0.01 |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
Si |
. |
. |
| Si |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| sst |
. |
. |
sst |
. |
. |
PP |
. |
. |
| PP |
. |
. |
PP |
. |
. |
vgos |
. |
. |
| vgos |
. |
. |
vgos |
. |
. |
sla |
. |
. |
| sla |
. |
. |
sla |
. |
. |
ugosa |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| sss |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
KOK1803 rest1_1
beta coefficients
| par_12 |
0.536 |
-0.053 |
par |
0.155 |
-0.015 |
par |
0.082 |
. |
| par_3 |
0.299 |
. |
par_12 |
0.103 |
. |
par_3 |
0.041 |
. |
| par_9 |
0.268 |
-0.012 |
par_3 |
0.072 |
. |
par_6 |
0.041 |
. |
| par |
0.155 |
. |
wind_speed |
0.052 |
. |
par_12 |
0.031 |
. |
| par_6 |
0.144 |
. |
par_6 |
0.041 |
. |
par_9 |
0.021 |
. |
| surface_downward_northward_stress |
0.113 |
. |
par_9 |
0.031 |
. |
wind_speed |
0.021 |
. |
| Fe |
0.072 |
. |
surface_downward_northward_stress |
0.021 |
. |
surface_downward_northward_stress |
0.021 |
. |
| ugosa |
0.062 |
. |
Fe |
0.01 |
. |
wind_stress |
0.01 |
. |
| vgosa |
0.052 |
. |
vgosa |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| ugos |
0.031 |
. |
ugos |
0.01 |
. |
density_WOA_clim |
. |
. |
| wind_stress |
0.01 |
. |
AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
Si |
. |
. |
| sss_cruise |
. |
. |
sst_cruise |
. |
. |
NO3 |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
CHL |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
PHYC |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
PO4 |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
O2 |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
sst |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
Fe |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
PP |
. |
. |
| sst |
. |
. |
PP |
. |
. |
vgosa |
. |
. |
| PP |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| vgos |
. |
. |
sla |
. |
. |
sla |
. |
. |
| sla |
. |
. |
ugosa |
. |
. |
ugosa |
. |
. |
| eastward_wind |
. |
. |
wind_stress |
. |
. |
ugos |
. |
. |
| surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1803 pico1_
beta coefficients
| par_3 |
0.299 |
0.008 |
par |
0.526 |
-0.071 |
par |
0.443 |
0.006 |
| par_6 |
0.268 |
. |
par_3 |
0.454 |
-0.095 |
par_9 |
0.237 |
. |
| par_9 |
0.165 |
. |
par_6 |
0.175 |
. |
par_6 |
0.165 |
. |
| par |
0.072 |
. |
par_9 |
0.052 |
. |
par_3 |
0.103 |
. |
| par_12 |
0.021 |
. |
par_12 |
0.052 |
. |
par_12 |
0.082 |
. |
| Fe |
0.021 |
. |
ugosa |
0.031 |
. |
surface_downward_northward_stress |
0.031 |
. |
| vgosa |
0.01 |
. |
Fe |
0.021 |
. |
wind_speed |
0.01 |
. |
| wind_stress |
0.01 |
. |
vgosa |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
ugos |
0.01 |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
surface_downward_northward_stress |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
Si |
. |
. |
| Si |
. |
. |
sss_cruise |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
sst_cruise |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
NO3 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
CHL |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
sst |
. |
. |
| sst |
. |
. |
PO4 |
. |
. |
Fe |
. |
. |
| PP |
. |
. |
O2 |
. |
. |
PP |
. |
. |
| vgos |
. |
. |
sst |
. |
. |
vgosa |
. |
. |
| sla |
. |
. |
PP |
. |
. |
vgos |
. |
. |
| ugosa |
. |
. |
vgos |
. |
. |
sla |
. |
. |
| ugos |
. |
. |
sla |
. |
. |
ugosa |
. |
. |
| eastward_wind |
. |
. |
wind_stress |
. |
. |
ugos |
. |
. |
| surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
wind_stress |
. |
. |
| wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
| surface_downward_northward_stress |
. |
. |
wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1803 bead
beta coefficients
| par_12 |
0.299 |
. |
par_3 |
0.268 |
. |
par |
0.237 |
. |
| par_3 |
0.268 |
. |
par |
0.237 |
. |
par_6 |
0.134 |
. |
| par_9 |
0.237 |
. |
par_9 |
0.155 |
. |
surface_downward_northward_stress |
0.062 |
. |
| par_6 |
0.216 |
. |
par_6 |
0.103 |
. |
par_9 |
0.052 |
. |
| par |
0.134 |
. |
par_12 |
0.093 |
. |
par_12 |
0.052 |
. |
| surface_downward_northward_stress |
0.072 |
. |
vgosa |
0.062 |
. |
par_3 |
0.041 |
. |
| Fe |
0.062 |
. |
surface_downward_northward_stress |
0.052 |
. |
vgosa |
0.021 |
. |
| vgosa |
0.052 |
. |
sss |
0.01 |
. |
sss |
0.021 |
. |
| ugosa |
0.021 |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
0.01 |
. |
| ugos |
0.021 |
. |
density_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| wind_stress |
0.021 |
. |
o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| wind_speed |
0.021 |
. |
oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
sss_cruise |
. |
. |
sss_cruise |
. |
. |
| nitrate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
sst_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
Si |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| sss_cruise |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| sst_cruise |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| Si |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| NO3 |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| CHL |
. |
. |
sst |
. |
. |
sst |
. |
. |
| PHYC |
. |
. |
Fe |
. |
. |
Fe |
. |
. |
| PO4 |
. |
. |
PP |
. |
. |
PP |
. |
. |
| O2 |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| sst |
. |
. |
sla |
. |
. |
sla |
. |
. |
| PP |
. |
. |
ugosa |
. |
. |
ugosa |
. |
. |
| vgos |
. |
. |
ugos |
. |
. |
ugos |
. |
. |
| sla |
. |
. |
wind_stress |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| northward_wind |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| sss |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
KOK1803 syn
beta coefficients
| par_3 |
0.588 |
0.085 |
par |
0.495 |
-0.086 |
par_9 |
0.278 |
. |
| par_6 |
0.526 |
0.08 |
par_3 |
0.247 |
-0.002 |
par |
0.144 |
. |
| par_9 |
0.206 |
0.007 |
par_6 |
0.113 |
. |
par_6 |
0.144 |
. |
| par |
0.124 |
. |
par_9 |
0.072 |
. |
par_3 |
0.113 |
. |
| par_12 |
0.062 |
. |
vgosa |
0.072 |
. |
par_12 |
0.093 |
. |
| wind_stress |
0.021 |
. |
par_12 |
0.062 |
. |
vgosa |
0.031 |
. |
| surface_downward_northward_stress |
0.021 |
. |
surface_downward_northward_stress |
0.062 |
. |
surface_downward_northward_stress |
0.031 |
. |
| Fe |
0.01 |
. |
sss |
0.021 |
. |
ugos |
0.021 |
. |
| ugosa |
0.01 |
. |
Fe |
0.01 |
. |
Fe |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
ugosa |
0.01 |
. |
ugosa |
0.01 |
. |
| density_WOA_clim |
. |
. |
ugos |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| Si |
. |
. |
sss_cruise |
. |
. |
sst_cruise |
. |
. |
| NO3 |
. |
. |
sst_cruise |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
Si |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
NO3 |
. |
. |
CHL |
. |
. |
| PO4 |
. |
. |
CHL |
. |
. |
PHYC |
. |
. |
| O2 |
. |
. |
PHYC |
. |
. |
PO4 |
. |
. |
| sst |
. |
. |
PO4 |
. |
. |
O2 |
. |
. |
| PP |
. |
. |
O2 |
. |
. |
sst |
. |
. |
| vgosa |
. |
. |
sst |
. |
. |
PP |
. |
. |
| vgos |
. |
. |
PP |
. |
. |
vgos |
. |
. |
| sla |
. |
. |
vgos |
. |
. |
sla |
. |
. |
| ugos |
. |
. |
sla |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
wind_stress |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
| northward_wind |
. |
. |
wind_speed |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
northward_wind |
. |
. |
sss |
. |
. |
KOK1803 bg1
beta coefficients
| par_12 |
0.082 |
. |
par_3 |
0.082 |
. |
par |
0.082 |
. |
| par |
0.052 |
. |
par |
0.031 |
. |
par_9 |
0.021 |
. |
| par_6 |
0.052 |
. |
par_9 |
0.021 |
. |
par_12 |
0.021 |
. |
| par_9 |
0.052 |
. |
par_6 |
0.01 |
. |
surface_downward_northward_stress |
0.021 |
. |
| par_3 |
0.031 |
. |
vgosa |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| Fe |
0.01 |
. |
AOU_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| surface_downward_northward_stress |
0.01 |
. |
density_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
sst_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
par_3 |
. |
. |
| sss_cruise |
. |
. |
par_12 |
. |
. |
par_6 |
. |
. |
| sst_cruise |
. |
. |
Si |
. |
. |
Si |
. |
. |
| Si |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| NO3 |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| CHL |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| PHYC |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PO4 |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| O2 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| sst |
. |
. |
Fe |
. |
. |
Fe |
. |
. |
| PP |
. |
. |
PP |
. |
. |
PP |
. |
. |
| vgosa |
. |
. |
vgos |
. |
. |
vgosa |
. |
. |
| vgos |
. |
. |
sla |
. |
. |
vgos |
. |
. |
| sla |
. |
. |
ugosa |
. |
. |
sla |
. |
. |
| ugosa |
. |
. |
ugos |
. |
. |
ugosa |
. |
. |
| ugos |
. |
. |
wind_stress |
. |
. |
ugos |
. |
. |
| wind_stress |
. |
. |
eastward_wind |
. |
. |
wind_stress |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
surface_downward_northward_stress |
. |
. |
wind_speed |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1803 small
beta coefficients
| par_6 |
0.464 |
0.1 |
par_9 |
0.155 |
. |
surface_downward_northward_stress |
0.392 |
-0.012 |
| par_3 |
0.443 |
0.032 |
par |
0.144 |
. |
par |
0.175 |
. |
| par_9 |
0.175 |
. |
par_6 |
0.144 |
. |
par_3 |
0.124 |
. |
| par |
0.103 |
. |
par_3 |
0.082 |
. |
wind_stress |
0.082 |
. |
| par_12 |
0.052 |
. |
par_12 |
0.041 |
. |
vgosa |
0.072 |
. |
| surface_downward_northward_stress |
0.021 |
. |
vgosa |
0.021 |
. |
par_6 |
0.062 |
. |
| Fe |
0.01 |
. |
surface_downward_northward_stress |
0.021 |
. |
par_9 |
0.052 |
. |
| wind_speed |
0.01 |
. |
wind_stress |
0.01 |
. |
Fe |
0.052 |
. |
| AOU_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
par_12 |
0.021 |
. |
| density_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
sst_cruise |
. |
. |
sss_cruise |
. |
. |
| Si |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| NO3 |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| CHL |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| PHYC |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| PO4 |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| O2 |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| sst |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| PP |
. |
. |
Fe |
. |
. |
sst |
. |
. |
| vgosa |
. |
. |
PP |
. |
. |
PP |
. |
. |
| vgos |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| sla |
. |
. |
sla |
. |
. |
sla |
. |
. |
| ugosa |
. |
. |
ugosa |
. |
. |
ugosa |
. |
. |
| ugos |
. |
. |
ugos |
. |
. |
ugos |
. |
. |
| wind_stress |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| eastward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| northward_wind |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
sss |
. |
. |
sss |
. |
. |
KOK1803 pro2
beta coefficients
| par_6 |
0.99 |
0.115 |
par |
0.959 |
-0.131 |
surface_downward_northward_stress |
0.897 |
-0.013 |
| par |
0.938 |
0.08 |
par_3 |
0.959 |
-0.064 |
Fe |
0.443 |
. |
| par_9 |
0.907 |
0.115 |
vgosa |
0.598 |
-0.059 |
par_6 |
0.34 |
. |
| par_3 |
0.887 |
0.097 |
par_9 |
0.392 |
. |
wind_stress |
0.289 |
. |
| vgosa |
0.588 |
-0.074 |
par_12 |
0.392 |
. |
vgosa |
0.278 |
. |
| par_12 |
0.526 |
. |
surface_downward_northward_stress |
0.309 |
. |
par_9 |
0.237 |
. |
| surface_downward_northward_stress |
0.526 |
-0.005 |
par_6 |
0.227 |
. |
par |
0.124 |
. |
| Fe |
0.247 |
-0.034 |
Fe |
0.206 |
. |
par_3 |
0.103 |
. |
| ugos |
0.247 |
0.015 |
wind_speed |
0.134 |
. |
par_12 |
0.072 |
. |
| wind_speed |
0.216 |
. |
ugos |
0.052 |
. |
ugosa |
0.031 |
. |
| ugosa |
0.165 |
. |
density_WOA_clim |
0.01 |
. |
ugos |
0.021 |
. |
| sss |
0.093 |
. |
sss_cruise |
0.01 |
. |
wind_speed |
0.021 |
. |
| sss_cruise |
0.062 |
. |
sst_cruise |
0.01 |
. |
sss |
0.01 |
. |
| sst_cruise |
0.052 |
. |
ugosa |
0.01 |
. |
AOU_WOA_clim |
. |
. |
| wind_stress |
0.031 |
. |
wind_stress |
0.01 |
. |
density_WOA_clim |
. |
. |
| density_WOA_clim |
0.021 |
. |
sss |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
| northward_wind |
0.021 |
. |
AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| eastward_wind |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
| nitrate_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
| phosphate_WOA_clim |
. |
. |
Si |
. |
. |
Si |
. |
. |
| silicate_WOA_clim |
. |
. |
NO3 |
. |
. |
NO3 |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
CHL |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
PHYC |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
PO4 |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
O2 |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
sst |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
PP |
. |
. |
| sst |
. |
. |
vgos |
. |
. |
vgos |
. |
. |
| PP |
. |
. |
sla |
. |
. |
sla |
. |
. |
| vgos |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| sla |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
KOK1803 rest2_
beta coefficients
| par_3 |
0.062 |
. |
par_3 |
0.144 |
. |
par |
0.237 |
0.004 |
| par_6 |
0.041 |
. |
par |
0.072 |
. |
par_3 |
0.165 |
0.001 |
| par_12 |
0.021 |
. |
par_9 |
0.062 |
. |
wind_stress |
0.093 |
. |
| surface_downward_northward_stress |
0.021 |
. |
par_6 |
0.031 |
. |
surface_downward_northward_stress |
0.072 |
. |
| AOU_WOA_clim |
. |
. |
par_12 |
0.021 |
. |
vgosa |
0.052 |
. |
| density_WOA_clim |
. |
. |
vgosa |
0.01 |
. |
par_6 |
0.041 |
. |
| o2sat_WOA_clim |
. |
. |
sss |
0.01 |
. |
par_9 |
0.041 |
. |
| oxygen_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
par_12 |
0.021 |
. |
| salinity_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| par |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| par_9 |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| Si |
. |
. |
sst_cruise |
. |
. |
sss_cruise |
. |
. |
| NO3 |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| CHL |
. |
. |
NO3 |
. |
. |
Si |
. |
. |
| PHYC |
. |
. |
CHL |
. |
. |
NO3 |
. |
. |
| PO4 |
. |
. |
PHYC |
. |
. |
CHL |
. |
. |
| O2 |
. |
. |
PO4 |
. |
. |
PHYC |
. |
. |
| sst |
. |
. |
O2 |
. |
. |
PO4 |
. |
. |
| Fe |
. |
. |
sst |
. |
. |
O2 |
. |
. |
| PP |
. |
. |
Fe |
. |
. |
sst |
. |
. |
| vgosa |
. |
. |
PP |
. |
. |
Fe |
. |
. |
| vgos |
. |
. |
vgos |
. |
. |
PP |
. |
. |
| sla |
. |
. |
sla |
. |
. |
vgos |
. |
. |
| ugosa |
. |
. |
ugosa |
. |
. |
sla |
. |
. |
| ugos |
. |
. |
ugos |
. |
. |
ugosa |
. |
. |
| wind_stress |
. |
. |
wind_stress |
. |
. |
ugos |
. |
. |
| eastward_wind |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
wind_speed |
. |
. |
wind_speed |
. |
. |
| northward_wind |
. |
. |
surface_downward_northward_stress |
. |
. |
northward_wind |
. |
. |
| sss |
. |
. |
northward_wind |
. |
. |
sss |
. |
. |
KOK1803 pro1
beta coefficients
| par_6 |
0.33 |
0.177 |
par_3 |
0.289 |
-0.108 |
par |
0.186 |
. |
| par_3 |
0.32 |
0.018 |
par |
0.278 |
-0.126 |
surface_downward_northward_stress |
0.155 |
-0.018 |
| par_9 |
0.175 |
0.052 |
par_9 |
0.113 |
. |
par_3 |
0.103 |
. |
| par |
0.165 |
0.111 |
par_12 |
0.052 |
. |
par_9 |
0.062 |
. |
| par_12 |
0.113 |
-0.004 |
vgosa |
0.052 |
-0.146 |
par_6 |
0.052 |
. |
| Fe |
0.052 |
. |
Fe |
0.041 |
. |
wind_stress |
0.052 |
. |
| vgosa |
0.041 |
-0.152 |
par_6 |
0.031 |
. |
Fe |
0.041 |
. |
| surface_downward_northward_stress |
0.041 |
. |
wind_speed |
0.031 |
. |
vgosa |
0.031 |
. |
| ugos |
0.031 |
. |
surface_downward_northward_stress |
0.021 |
. |
ugos |
0.01 |
. |
| wind_speed |
0.021 |
. |
sss |
0.01 |
. |
wind_speed |
0.01 |
. |
| sst_cruise |
0.01 |
. |
AOU_WOA_clim |
. |
. |
sss |
0.01 |
. |
| ugosa |
0.01 |
. |
density_WOA_clim |
. |
. |
AOU_WOA_clim |
. |
. |
| wind_stress |
0.01 |
. |
o2sat_WOA_clim |
. |
. |
density_WOA_clim |
. |
. |
| AOU_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
o2sat_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
oxygen_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
salinity_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
conductivity_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
nitrate_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
silicate_WOA_clim |
. |
. |
phosphate_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
sss_cruise |
. |
. |
silicate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
sst_cruise |
. |
. |
sss_cruise |
. |
. |
| silicate_WOA_clim |
. |
. |
Si |
. |
. |
sst_cruise |
. |
. |
| sss_cruise |
. |
. |
NO3 |
. |
. |
par_12 |
. |
. |
| Si |
. |
. |
CHL |
. |
. |
Si |
. |
. |
| NO3 |
. |
. |
PHYC |
. |
. |
NO3 |
. |
. |
| CHL |
. |
. |
PO4 |
. |
. |
CHL |
. |
. |
| PHYC |
. |
. |
O2 |
. |
. |
PHYC |
. |
. |
| PO4 |
. |
. |
sst |
. |
. |
PO4 |
. |
. |
| O2 |
. |
. |
PP |
. |
. |
O2 |
. |
. |
| sst |
. |
. |
vgos |
. |
. |
sst |
. |
. |
| PP |
. |
. |
sla |
. |
. |
PP |
. |
. |
| vgos |
. |
. |
ugosa |
. |
. |
vgos |
. |
. |
| sla |
. |
. |
ugos |
. |
. |
sla |
. |
. |
| eastward_wind |
. |
. |
wind_stress |
. |
. |
ugosa |
. |
. |
| surface_downward_eastward_stress |
. |
. |
eastward_wind |
. |
. |
eastward_wind |
. |
. |
| northward_wind |
. |
. |
surface_downward_eastward_stress |
. |
. |
surface_downward_eastward_stress |
. |
. |
| sss |
. |
. |
northward_wind |
. |
. |
northward_wind |
. |
. |
Alpha coefficients and stability
numclust = 10
for(cruise_id in all_cruise_id){
## Read in the summary over all subsampled models.
filename = paste0(cruise_id, "-grand-summary.RDS")
summarydir = file.path(outputdir, cruise_id, "summaries")
if(!file.exists(file.path(summarydir, filename))) next
obj = readRDS(file = file.path(summarydir, filename))
## Cluster labels
one_mapmat_long = mapmat_long %>% filter(cruise_id == !!(cruise_id)) %>% arrange(value) %>% na.omit()
stopifnot((one_mapmat_long %>% pull(value)) == (1:10))
cluster_labels = one_mapmat_long %>% pull(name)
for(iclust in 1:numclust){
## cat("###", cruise_id, paste0("clust-", iclust))
cat("###", cruise_id, cluster_labels[iclust])
## Obtain and combine coefficient estimates and stability estimates
pipeline = function(a, varname){
a %>% as.data.frame() %>% magrittr::set_colnames(varname) %>%
tibble::rownames_to_column(var="variable") %>% as_tibble()
}
stab = obj$alpha_freq[,iclust] %>% pipeline("stab")
coef = obj$orig$alpha[iclust,] %>% pipeline("est")
combined = full_join(stab, coef) %>% arrange(-stab)
## Sparsify
combined = combined %>% mutate(stab = print_sparsify(stab),
est = print_sparsify(est)) %>%
filter(variable != "intp")
## Kable-ify
combined %>% kable(caption="alpha coefficients") %>% print()
cat(fill = TRUE)
}
}
KM1508 bead
alpha coefficients
| par |
0.75 |
0.081 |
| par_6 |
0.69 |
-0.066 |
| sst |
0.55 |
-1.41 |
| surface_downward_eastward_stress |
0.34 |
0.044 |
| ugosa |
0.27 |
-0.017 |
| sss |
0.27 |
. |
| oxygen_WOA_clim |
0.26 |
. |
| par_9 |
0.23 |
. |
| par_12 |
0.16 |
. |
| par_3 |
0.12 |
. |
| phosphate_WOA_clim |
0.11 |
. |
| Si |
0.11 |
. |
| sss_cruise |
0.1 |
. |
| vgosa |
0.1 |
0.06 |
| sst_cruise |
0.07 |
. |
| Fe |
0.07 |
. |
| vgos |
0.06 |
. |
| northward_wind |
0.06 |
. |
| PO4 |
0.04 |
. |
| density_WOA_clim |
0.02 |
. |
| salinity_WOA_clim |
0.02 |
. |
| silicate_WOA_clim |
0.02 |
. |
| O2 |
0.02 |
. |
| eastward_wind |
0.02 |
-0.11 |
| surface_downward_northward_stress |
0.02 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| PHYC |
0.01 |
. |
| sla |
0.01 |
. |
| ugos |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PP |
. |
. |
| wind_stress |
. |
. |
| wind_speed |
. |
. |
KM1508 pico2_1
alpha coefficients
| sss_cruise |
0.92 |
1.137 |
| par |
0.92 |
0.157 |
| par_3 |
0.92 |
0.178 |
| par_6 |
0.91 |
0.146 |
| par_9 |
0.9 |
0.149 |
| northward_wind |
0.81 |
-0.344 |
| sss |
0.69 |
0.609 |
| sst |
0.68 |
. |
| Fe |
0.67 |
0.06 |
| par_12 |
0.51 |
0.026 |
| phosphate_WOA_clim |
0.47 |
. |
| ugosa |
0.45 |
. |
| surface_downward_eastward_stress |
0.43 |
. |
| O2 |
0.4 |
4.44 |
| sst_cruise |
0.38 |
0.85 |
| eastward_wind |
0.32 |
0.042 |
| ugos |
0.3 |
-0.042 |
| Si |
0.28 |
. |
| PO4 |
0.24 |
-1.182 |
| vgosa |
0.22 |
0 |
| vgos |
0.17 |
0 |
| silicate_WOA_clim |
0.16 |
. |
| CHL |
0.15 |
-12.679 |
| oxygen_WOA_clim |
0.1 |
-0.8 |
| density_WOA_clim |
0.04 |
. |
| salinity_WOA_clim |
0.04 |
. |
| AOU_WOA_clim |
0.03 |
. |
| PHYC |
0.03 |
17.307 |
| sla |
0.03 |
. |
| surface_downward_northward_stress |
0.03 |
. |
| nitrate_WOA_clim |
0.02 |
. |
| wind_speed |
0.02 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| PP |
0.01 |
. |
| wind_stress |
0.01 |
. |
| NO3 |
. |
. |
KM1508 bg1
alpha coefficients
| par |
0.53 |
-0.241 |
| sss_cruise |
0.46 |
-0.733 |
| par_9 |
0.4 |
-0.01 |
| Fe |
0.4 |
. |
| surface_downward_eastward_stress |
0.37 |
0.169 |
| par_3 |
0.36 |
-0.12 |
| northward_wind |
0.35 |
-0.209 |
| par_6 |
0.32 |
. |
| Si |
0.31 |
. |
| par_12 |
0.29 |
-0.016 |
| ugosa |
0.24 |
-0.082 |
| sss |
0.22 |
0.017 |
| phosphate_WOA_clim |
0.21 |
. |
| sst_cruise |
0.18 |
. |
| eastward_wind |
0.18 |
. |
| oxygen_WOA_clim |
0.17 |
. |
| sst |
0.14 |
. |
| ugos |
0.1 |
. |
| PP |
0.09 |
. |
| vgosa |
0.08 |
. |
| vgos |
0.08 |
-0.011 |
| O2 |
0.07 |
. |
| density_WOA_clim |
0.06 |
. |
| nitrate_WOA_clim |
0.06 |
-2.974 |
| PO4 |
0.05 |
. |
| PHYC |
0.04 |
. |
| salinity_WOA_clim |
0.02 |
. |
| conductivity_WOA_clim |
0.02 |
. |
| silicate_WOA_clim |
0.02 |
. |
| CHL |
0.02 |
. |
| sla |
0.02 |
-0.189 |
| AOU_WOA_clim |
0.01 |
-0.279 |
| o2sat_WOA_clim |
. |
. |
| NO3 |
. |
. |
| wind_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
KM1508 rest1_1
alpha coefficients
| surface_downward_eastward_stress |
0.76 |
0.168 |
| northward_wind |
0.75 |
-0.348 |
| sss_cruise |
0.67 |
. |
| par |
0.63 |
0.016 |
| Si |
0.57 |
-6.066 |
| ugosa |
0.51 |
. |
| par_9 |
0.47 |
0.07 |
| Fe |
0.45 |
0.053 |
| par_3 |
0.4 |
. |
| par_12 |
0.39 |
-0.025 |
| phosphate_WOA_clim |
0.34 |
0.119 |
| par_6 |
0.29 |
0.003 |
| sst |
0.28 |
-0.163 |
| sss |
0.2 |
. |
| PHYC |
0.15 |
0.653 |
| ugos |
0.13 |
. |
| eastward_wind |
0.13 |
. |
| sla |
0.09 |
. |
| sst_cruise |
0.07 |
. |
| silicate_WOA_clim |
0.06 |
. |
| vgosa |
0.05 |
. |
| vgos |
0.04 |
. |
| AOU_WOA_clim |
0.03 |
. |
| oxygen_WOA_clim |
0.03 |
. |
| PO4 |
0.03 |
. |
| nitrate_WOA_clim |
0.02 |
. |
| surface_downward_northward_stress |
0.02 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| CHL |
0.01 |
. |
| density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| NO3 |
. |
. |
| O2 |
. |
. |
| PP |
. |
. |
| wind_stress |
. |
. |
| wind_speed |
. |
. |
KM1508 bg2
alpha coefficients
| sss_cruise |
0.6 |
1.169 |
| par_6 |
0.55 |
-0.045 |
| par_3 |
0.34 |
-0.006 |
| par_12 |
0.34 |
. |
| par |
0.31 |
-0.016 |
| Si |
0.29 |
6.512 |
| par_9 |
0.22 |
. |
| northward_wind |
0.2 |
. |
| Fe |
0.18 |
. |
| eastward_wind |
0.17 |
. |
| sst_cruise |
0.16 |
. |
| sla |
0.16 |
. |
| ugos |
0.15 |
. |
| PO4 |
0.14 |
0.719 |
| vgos |
0.14 |
. |
| phosphate_WOA_clim |
0.13 |
. |
| sst |
0.13 |
. |
| vgosa |
0.13 |
. |
| surface_downward_eastward_stress |
0.12 |
-0.661 |
| ugosa |
0.11 |
0.057 |
| oxygen_WOA_clim |
0.1 |
. |
| sss |
0.1 |
. |
| wind_stress |
0.08 |
0.026 |
| O2 |
0.07 |
1.293 |
| nitrate_WOA_clim |
0.05 |
. |
| density_WOA_clim |
0.04 |
. |
| PHYC |
0.04 |
. |
| PP |
0.04 |
. |
| salinity_WOA_clim |
0.03 |
. |
| AOU_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| CHL |
0.01 |
. |
| wind_speed |
0.01 |
. |
| surface_downward_northward_stress |
0.01 |
. |
| o2sat_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| NO3 |
. |
. |
KM1508 pico1_
alpha coefficients
| par_9 |
0.83 |
-0.117 |
| par_6 |
0.81 |
-0.144 |
| par |
0.8 |
-0.287 |
| surface_downward_eastward_stress |
0.63 |
-3.16 |
| sss |
0.63 |
-0.123 |
| sst_cruise |
0.59 |
-4.989 |
| par_3 |
0.57 |
-0.022 |
| ugosa |
0.56 |
0.118 |
| par_12 |
0.41 |
. |
| sss_cruise |
0.39 |
-1.476 |
| sst |
0.34 |
3.325 |
| eastward_wind |
0.27 |
1.185 |
| Fe |
0.26 |
0.113 |
| Si |
0.25 |
. |
| phosphate_WOA_clim |
0.22 |
-1.505 |
| vgosa |
0.21 |
. |
| PP |
0.2 |
1.225 |
| northward_wind |
0.14 |
. |
| oxygen_WOA_clim |
0.11 |
-1.426 |
| ugos |
0.09 |
. |
| density_WOA_clim |
0.08 |
. |
| silicate_WOA_clim |
0.08 |
. |
| PHYC |
0.08 |
. |
| vgos |
0.08 |
. |
| PO4 |
0.06 |
. |
| wind_stress |
0.06 |
. |
| O2 |
0.05 |
. |
| salinity_WOA_clim |
0.02 |
. |
| nitrate_WOA_clim |
0.02 |
. |
| CHL |
0.02 |
. |
| surface_downward_northward_stress |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
. |
. |
| NO3 |
. |
. |
| sla |
. |
. |
| wind_speed |
. |
. |
KM1508 syn
alpha coefficients
| sst |
0.79 |
6.346 |
| sss |
0.71 |
-0.239 |
| vgosa |
0.55 |
-0.187 |
| sss_cruise |
0.52 |
-2.018 |
| par_9 |
0.5 |
. |
| par |
0.49 |
0.034 |
| surface_downward_eastward_stress |
0.44 |
-2.072 |
| par_3 |
0.4 |
0.088 |
| par_6 |
0.35 |
0.125 |
| par_12 |
0.34 |
0.008 |
| sst_cruise |
0.33 |
-5.502 |
| Fe |
0.33 |
0.115 |
| vgos |
0.31 |
. |
| ugos |
0.3 |
. |
| PP |
0.22 |
3.255 |
| density_WOA_clim |
0.2 |
-0.017 |
| phosphate_WOA_clim |
0.2 |
-7.423 |
| eastward_wind |
0.2 |
0.764 |
| Si |
0.17 |
. |
| O2 |
0.15 |
. |
| ugosa |
0.15 |
. |
| oxygen_WOA_clim |
0.14 |
-1.392 |
| silicate_WOA_clim |
0.07 |
. |
| CHL |
0.06 |
. |
| PHYC |
0.04 |
. |
| northward_wind |
0.04 |
. |
| salinity_WOA_clim |
0.03 |
-0.543 |
| PO4 |
0.03 |
. |
| sla |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| wind_stress |
0.01 |
. |
| nitrate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
KM1508 rest2_
alpha coefficients
| par_9 |
0.64 |
-0.011 |
| par |
0.47 |
-0.06 |
| sss_cruise |
0.44 |
0.451 |
| par_3 |
0.43 |
0.011 |
| par_12 |
0.42 |
-0.032 |
| eastward_wind |
0.38 |
-1.022 |
| ugosa |
0.33 |
0.103 |
| par_6 |
0.32 |
. |
| northward_wind |
0.28 |
0.111 |
| Si |
0.27 |
. |
| Fe |
0.24 |
-0.08 |
| sss |
0.23 |
-0.031 |
| sst_cruise |
0.19 |
. |
| ugos |
0.18 |
. |
| phosphate_WOA_clim |
0.16 |
. |
| vgosa |
0.14 |
0.006 |
| surface_downward_eastward_stress |
0.14 |
. |
| oxygen_WOA_clim |
0.13 |
. |
| PO4 |
0.09 |
. |
| sst |
0.09 |
. |
| silicate_WOA_clim |
0.06 |
. |
| vgos |
0.06 |
0.036 |
| surface_downward_northward_stress |
0.06 |
. |
| CHL |
0.05 |
. |
| nitrate_WOA_clim |
0.03 |
. |
| O2 |
0.03 |
-0.091 |
| AOU_WOA_clim |
0.02 |
. |
| wind_stress |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| PHYC |
0.01 |
. |
| PP |
0.01 |
. |
| wind_speed |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
| NO3 |
. |
. |
| sla |
. |
. |
KM1508 small
alpha coefficients
| par_3 |
0.91 |
0.16 |
| par |
0.82 |
0.239 |
| sss_cruise |
0.77 |
1.463 |
| Si |
0.74 |
12.306 |
| par_6 |
0.73 |
0.132 |
| par_9 |
0.71 |
0.15 |
| sss |
0.62 |
0.508 |
| eastward_wind |
0.57 |
-2.094 |
| northward_wind |
0.52 |
0.037 |
| Fe |
0.46 |
. |
| sst_cruise |
0.4 |
1.331 |
| ugosa |
0.34 |
0.107 |
| par_12 |
0.3 |
0.024 |
| phosphate_WOA_clim |
0.29 |
5.726 |
| surface_downward_eastward_stress |
0.25 |
0.422 |
| ugos |
0.23 |
0 |
| surface_downward_northward_stress |
0.22 |
0.455 |
| vgosa |
0.16 |
-0.168 |
| sst |
0.15 |
. |
| silicate_WOA_clim |
0.12 |
. |
| CHL |
0.11 |
16.743 |
| PO4 |
0.1 |
1.707 |
| PP |
0.09 |
-6.821 |
| PHYC |
0.08 |
. |
| vgos |
0.07 |
. |
| O2 |
0.05 |
. |
| wind_stress |
0.05 |
. |
| oxygen_WOA_clim |
0.04 |
0.161 |
| AOU_WOA_clim |
0.02 |
. |
| density_WOA_clim |
0.02 |
. |
| salinity_WOA_clim |
0.02 |
. |
| sla |
0.02 |
0.009 |
| o2sat_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
. |
. |
| NO3 |
. |
. |
| wind_speed |
. |
. |
KM1508 pro1
alpha coefficients
| par_9 |
0.78 |
0.029 |
| sst_cruise |
0.75 |
1.375 |
| Fe |
0.72 |
-0.024 |
| par |
0.71 |
-0.173 |
| northward_wind |
0.67 |
0.196 |
| sss_cruise |
0.65 |
-0.458 |
| PHYC |
0.61 |
-53.311 |
| par_3 |
0.5 |
-0.098 |
| par_12 |
0.49 |
-0.045 |
| sss |
0.49 |
-0.527 |
| phosphate_WOA_clim |
0.43 |
-0.738 |
| Si |
0.43 |
-0.78 |
| sst |
0.39 |
0.276 |
| ugosa |
0.35 |
-0.029 |
| PO4 |
0.34 |
. |
| eastward_wind |
0.34 |
0.07 |
| par_6 |
0.33 |
-0.071 |
| surface_downward_eastward_stress |
0.32 |
-1.3 |
| ugos |
0.31 |
. |
| vgosa |
0.29 |
0.001 |
| silicate_WOA_clim |
0.22 |
. |
| oxygen_WOA_clim |
0.17 |
1.48 |
| nitrate_WOA_clim |
0.14 |
. |
| vgos |
0.14 |
. |
| AOU_WOA_clim |
0.13 |
0.278 |
| O2 |
0.12 |
. |
| density_WOA_clim |
0.09 |
0.018 |
| o2sat_WOA_clim |
0.09 |
. |
| salinity_WOA_clim |
0.08 |
0.079 |
| PP |
0.07 |
. |
| CHL |
0.06 |
-3.081 |
| surface_downward_northward_stress |
0.06 |
. |
| conductivity_WOA_clim |
0.04 |
. |
| sla |
0.04 |
. |
| wind_stress |
0.04 |
. |
| wind_speed |
0.03 |
. |
| NO3 |
. |
. |
KM1512 pico4_
alpha coefficients
| par_3 |
0.05 |
. |
| sst_cruise |
0.04 |
. |
| par_6 |
0.03 |
. |
| sla |
0.03 |
. |
| sss_cruise |
0.02 |
. |
| par |
0.02 |
. |
| par_9 |
0.02 |
. |
| eastward_wind |
0.02 |
. |
| northward_wind |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| Si |
0.01 |
. |
| CHL |
0.01 |
. |
| O2 |
0.01 |
. |
| sst |
0.01 |
. |
| vgosa |
0.01 |
. |
| vgos |
0.01 |
. |
| wind_stress |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| surface_downward_northward_stress |
0.01 |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| par_12 |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_speed |
. |
. |
| sss |
. |
. |
KM1512 rest1_1
alpha coefficients
| PO4 |
0.06 |
. |
| par_9 |
0.04 |
. |
| sss_cruise |
0.03 |
. |
| par_6 |
0.03 |
. |
| sst |
0.03 |
. |
| sst_cruise |
0.02 |
. |
| Si |
0.02 |
. |
| O2 |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| density_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| par |
0.01 |
. |
| par_12 |
0.01 |
. |
| CHL |
0.01 |
. |
| PP |
0.01 |
. |
| vgos |
0.01 |
. |
| ugosa |
0.01 |
. |
| eastward_wind |
0.01 |
. |
| wind_speed |
0.01 |
. |
| northward_wind |
0.01 |
. |
| sss |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| par_3 |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| Fe |
. |
. |
| vgosa |
. |
. |
| sla |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
KM1512 croco
alpha coefficients
| sss_cruise |
0.05 |
. |
| phosphate_WOA_clim |
0.04 |
. |
| sst_cruise |
0.04 |
. |
| AOU_WOA_clim |
0.03 |
. |
| par |
0.03 |
. |
| par_12 |
0.03 |
. |
| sss |
0.03 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| par_9 |
0.02 |
. |
| Si |
0.02 |
. |
| O2 |
0.02 |
. |
| sst |
0.02 |
. |
| vgosa |
0.02 |
. |
| sla |
0.02 |
. |
| eastward_wind |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| par_3 |
0.01 |
. |
| par_6 |
0.01 |
. |
| PO4 |
0.01 |
. |
| PP |
0.01 |
. |
| ugosa |
0.01 |
. |
| northward_wind |
0.01 |
. |
| nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| Fe |
. |
. |
| vgos |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
KM1512 rest2_
alpha coefficients
| par_6 |
0.04 |
. |
| par_12 |
0.03 |
. |
| vgos |
0.03 |
. |
| sss_cruise |
0.02 |
. |
| sst_cruise |
0.02 |
. |
| par_3 |
0.02 |
. |
| par_9 |
0.02 |
. |
| Si |
0.02 |
. |
| O2 |
0.02 |
. |
| sst |
0.02 |
. |
| sla |
0.02 |
. |
| wind_stress |
0.02 |
. |
| surface_downward_northward_stress |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| phosphate_WOA_clim |
0.01 |
. |
| par |
0.01 |
. |
| PO4 |
0.01 |
. |
| vgosa |
0.01 |
. |
| ugos |
0.01 |
. |
| eastward_wind |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| wind_speed |
0.01 |
. |
| northward_wind |
0.01 |
. |
| sss |
0.01 |
. |
| density_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| ugosa |
. |
. |
KM1512 bg
alpha coefficients
| par_6 |
0.03 |
. |
| par_9 |
0.03 |
. |
| sla |
0.03 |
. |
| sss_cruise |
0.02 |
. |
| par |
0.02 |
. |
| ugosa |
0.02 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| sst_cruise |
0.01 |
. |
| par_3 |
0.01 |
. |
| par_12 |
0.01 |
. |
| Si |
0.01 |
. |
| PHYC |
0.01 |
. |
| PO4 |
0.01 |
. |
| O2 |
0.01 |
. |
| sst |
0.01 |
. |
| vgosa |
0.01 |
. |
| vgos |
0.01 |
. |
| surface_downward_northward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KM1512 bead
alpha coefficients
| PHYC |
0.04 |
. |
| sss_cruise |
0.03 |
. |
| sst_cruise |
0.03 |
. |
| sss |
0.03 |
. |
| par_9 |
0.02 |
. |
| O2 |
0.02 |
. |
| sst |
0.02 |
. |
| ugosa |
0.02 |
. |
| salinity_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| par |
0.01 |
. |
| par_6 |
0.01 |
. |
| par_12 |
0.01 |
. |
| Si |
0.01 |
. |
| PP |
0.01 |
. |
| wind_speed |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| par_3 |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PO4 |
. |
. |
| Fe |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
KM1512 pico1_
alpha coefficients
| sla |
0.09 |
. |
| par_6 |
0.08 |
. |
| sst_cruise |
0.07 |
. |
| par_9 |
0.05 |
. |
| par_12 |
0.04 |
. |
| sss_cruise |
0.03 |
. |
| par |
0.02 |
. |
| par_3 |
0.02 |
. |
| vgos |
0.02 |
. |
| wind_stress |
0.02 |
. |
| eastward_wind |
0.02 |
. |
| wind_speed |
0.02 |
. |
| sss |
0.02 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| phosphate_WOA_clim |
0.01 |
. |
| Si |
0.01 |
. |
| CHL |
0.01 |
. |
| O2 |
0.01 |
. |
| sst |
0.01 |
. |
| Fe |
0.01 |
. |
| PP |
0.01 |
. |
| ugosa |
0.01 |
. |
| ugos |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| vgosa |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
KM1512 pico2_1
alpha coefficients
| par_6 |
0.07 |
. |
| sst_cruise |
0.06 |
. |
| par_3 |
0.04 |
. |
| sla |
0.04 |
. |
| par |
0.03 |
. |
| par_12 |
0.03 |
. |
| CHL |
0.03 |
. |
| ugosa |
0.03 |
. |
| eastward_wind |
0.03 |
. |
| surface_downward_northward_stress |
0.03 |
. |
| sss_cruise |
0.02 |
. |
| O2 |
0.02 |
. |
| sst |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| density_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| par_9 |
0.01 |
. |
| Si |
0.01 |
. |
| PHYC |
0.01 |
. |
| vgos |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PO4 |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KM1512 small
alpha coefficients
| par |
0.09 |
. |
| Si |
0.05 |
. |
| par_3 |
0.04 |
. |
| par_12 |
0.04 |
. |
| vgos |
0.04 |
. |
| sst_cruise |
0.03 |
. |
| par_6 |
0.03 |
. |
| par_9 |
0.03 |
. |
| sst |
0.03 |
. |
| AOU_WOA_clim |
0.02 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| oxygen_WOA_clim |
0.02 |
. |
| phosphate_WOA_clim |
0.02 |
. |
| sss_cruise |
0.02 |
. |
| PO4 |
0.02 |
. |
| surface_downward_northward_stress |
0.02 |
. |
| sss |
0.02 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| CHL |
0.01 |
. |
| PHYC |
0.01 |
. |
| O2 |
0.01 |
. |
| Fe |
0.01 |
. |
| vgosa |
0.01 |
. |
| sla |
0.01 |
. |
| ugosa |
0.01 |
. |
| ugos |
0.01 |
. |
| wind_stress |
0.01 |
. |
| eastward_wind |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| northward_wind |
0.01 |
. |
| density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PP |
. |
. |
| wind_speed |
. |
. |
KM1512 pro1
alpha coefficients
| sst_cruise |
0.09 |
. |
| par_9 |
0.09 |
. |
| par_12 |
0.07 |
. |
| northward_wind |
0.07 |
. |
| sss_cruise |
0.06 |
. |
| sst |
0.06 |
. |
| par |
0.05 |
. |
| par_6 |
0.05 |
. |
| sla |
0.05 |
. |
| surface_downward_northward_stress |
0.05 |
. |
| AOU_WOA_clim |
0.03 |
. |
| par_3 |
0.03 |
. |
| O2 |
0.03 |
. |
| vgosa |
0.03 |
. |
| vgos |
0.03 |
. |
| sss |
0.03 |
. |
| density_WOA_clim |
0.02 |
. |
| oxygen_WOA_clim |
0.02 |
. |
| conductivity_WOA_clim |
0.02 |
. |
| phosphate_WOA_clim |
0.02 |
. |
| Si |
0.02 |
. |
| PHYC |
0.02 |
. |
| eastward_wind |
0.02 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| CHL |
0.01 |
. |
| ugosa |
0.01 |
. |
| ugos |
0.01 |
. |
| wind_stress |
0.01 |
. |
| wind_speed |
0.01 |
. |
| nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PO4 |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
KOK1515 rest1_1
alpha coefficients
| par |
0.253 |
-0.176 |
| Fe |
0.162 |
0.246 |
| ugosa |
0.162 |
0.156 |
| par_9 |
0.152 |
-0.017 |
| par_3 |
0.141 |
-0.006 |
| par_12 |
0.141 |
-0.022 |
| par_6 |
0.121 |
-0.006 |
| AOU_WOA_clim |
0.091 |
. |
| sss_cruise |
0.091 |
. |
| sla |
0.081 |
. |
| sss |
0.081 |
. |
| vgos |
0.04 |
. |
| silicate_WOA_clim |
0.03 |
-34.538 |
| PO4 |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| sst_cruise |
0.01 |
. |
| sst |
0.01 |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| ugos |
. |
. |
KOK1515 pico2_1
alpha coefficients
| par_6 |
0.313 |
0.163 |
| par_9 |
0.283 |
0.261 |
| sss_cruise |
0.273 |
-2.85 |
| par |
0.222 |
0.135 |
| silicate_WOA_clim |
0.182 |
-89.071 |
| par_3 |
0.172 |
. |
| ugosa |
0.141 |
0.198 |
| sss |
0.091 |
0.244 |
| par_12 |
0.071 |
. |
| AOU_WOA_clim |
0.061 |
. |
| PO4 |
0.04 |
. |
| conductivity_WOA_clim |
0.04 |
. |
| Fe |
0.04 |
. |
| O2 |
0.03 |
. |
| sla |
0.03 |
. |
| vgos |
0.02 |
. |
| Si |
0.01 |
. |
| CHL |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| ugos |
0.01 |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
KOK1515 pro2
alpha coefficients
| sla |
0.242 |
1.732 |
| silicate_WOA_clim |
0.232 |
136.373 |
| par |
0.172 |
. |
| par_3 |
0.152 |
0.043 |
| par_6 |
0.152 |
. |
| vgos |
0.131 |
-0.347 |
| sss |
0.131 |
. |
| par_12 |
0.121 |
0.083 |
| PO4 |
0.101 |
. |
| AOU_WOA_clim |
0.101 |
. |
| sss_cruise |
0.101 |
0.904 |
| par_9 |
0.101 |
. |
| ugosa |
0.101 |
-0.187 |
| ugos |
0.101 |
. |
| conductivity_WOA_clim |
0.071 |
. |
| vgosa |
0.04 |
. |
| Si |
0.03 |
. |
| density_WOA_clim |
0.03 |
. |
| oxygen_WOA_clim |
0.03 |
. |
| nitrate_WOA_clim |
0.03 |
. |
| Fe |
0.03 |
. |
| salinity_WOA_clim |
0.02 |
. |
| phosphate_WOA_clim |
0.02 |
. |
| sst |
0.02 |
. |
| sst_cruise |
0.01 |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| o2sat_WOA_clim |
. |
. |
| PP |
. |
. |
KOK1515 bg2
alpha coefficients
| par_3 |
0.081 |
. |
| par |
0.071 |
. |
| sla |
0.051 |
. |
| sss_cruise |
0.03 |
. |
| par_6 |
0.03 |
. |
| par_9 |
0.03 |
. |
| Fe |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| sst_cruise |
0.01 |
. |
| par_12 |
0.01 |
. |
| vgosa |
0.01 |
. |
| vgos |
0.01 |
. |
| ugosa |
0.01 |
. |
| ugos |
0.01 |
. |
| sss |
0.01 |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
KOK1515 croco
alpha coefficients
| par_3 |
0.303 |
0.589 |
| par_9 |
0.283 |
0.707 |
| par_6 |
0.172 |
. |
| par |
0.152 |
0.093 |
| silicate_WOA_clim |
0.131 |
-124.416 |
| par_12 |
0.121 |
0.01 |
| vgos |
0.091 |
. |
| PO4 |
0.051 |
. |
| AOU_WOA_clim |
0.03 |
. |
| ugosa |
0.03 |
. |
| density_WOA_clim |
0.02 |
. |
| oxygen_WOA_clim |
0.02 |
. |
| conductivity_WOA_clim |
0.02 |
. |
| nitrate_WOA_clim |
0.02 |
. |
| phosphate_WOA_clim |
0.02 |
. |
| sss_cruise |
0.02 |
. |
| ugos |
0.02 |
. |
| sss |
0.01 |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| o2sat_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| sla |
. |
. |
KOK1515 bg1
alpha coefficients
| AOU_WOA_clim |
0.141 |
0.649 |
| par_3 |
0.121 |
-0.066 |
| par |
0.111 |
-0.08 |
| sla |
0.111 |
. |
| sss_cruise |
0.071 |
0.738 |
| par_9 |
0.051 |
. |
| par_12 |
0.051 |
. |
| vgos |
0.051 |
. |
| par_6 |
0.04 |
. |
| o2sat_WOA_clim |
0.02 |
-0.954 |
| silicate_WOA_clim |
0.02 |
. |
| ugosa |
0.02 |
. |
| ugos |
0.02 |
. |
| PO4 |
0.01 |
. |
| sst_cruise |
0.01 |
. |
| sss |
0.01 |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
KOK1515 pro1
alpha coefficients
| par_6 |
0.283 |
0.192 |
| par_9 |
0.222 |
0.081 |
| vgos |
0.212 |
-0.183 |
| par_3 |
0.202 |
0.02 |
| par_12 |
0.152 |
0.039 |
| ugosa |
0.141 |
-0.237 |
| AOU_WOA_clim |
0.131 |
. |
| par |
0.121 |
. |
| silicate_WOA_clim |
0.111 |
. |
| sla |
0.111 |
0.342 |
| PO4 |
0.051 |
. |
| sss_cruise |
0.051 |
. |
| Fe |
0.051 |
. |
| ugos |
0.03 |
. |
| sss |
0.03 |
. |
| CHL |
0.02 |
. |
| density_WOA_clim |
0.02 |
. |
| salinity_WOA_clim |
0.02 |
. |
| phosphate_WOA_clim |
0.02 |
. |
| sst_cruise |
0.02 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| sst |
0.01 |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| oxygen_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
KOK1515 rest2_
alpha coefficients
| par_6 |
0.222 |
-0.178 |
| par |
0.212 |
-0.246 |
| sla |
0.162 |
1.162 |
| par_3 |
0.131 |
. |
| par_9 |
0.131 |
0 |
| par_12 |
0.131 |
-0.087 |
| PO4 |
0.101 |
1.189 |
| silicate_WOA_clim |
0.101 |
23.946 |
| vgosa |
0.091 |
0.518 |
| sss |
0.071 |
-0.043 |
| AOU_WOA_clim |
0.061 |
. |
| Fe |
0.061 |
0.05 |
| vgos |
0.061 |
. |
| Si |
0.051 |
. |
| O2 |
0.051 |
. |
| CHL |
0.04 |
. |
| density_WOA_clim |
0.03 |
. |
| conductivity_WOA_clim |
0.03 |
. |
| sst_cruise |
0.03 |
. |
| PP |
0.03 |
. |
| PHYC |
0.02 |
. |
| sss_cruise |
0.02 |
. |
| ugosa |
0.02 |
. |
| ugos |
0.02 |
0.149 |
| oxygen_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| sst |
0.01 |
. |
| NO3 |
. |
. |
| o2sat_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
KOK1515 small
alpha coefficients
| AOU_WOA_clim |
0.232 |
36.319 |
| silicate_WOA_clim |
0.182 |
182.985 |
| par_9 |
0.162 |
. |
| sla |
0.162 |
-3.527 |
| par |
0.152 |
0.128 |
| PO4 |
0.131 |
25.164 |
| vgos |
0.131 |
2.491 |
| sss_cruise |
0.111 |
. |
| par_12 |
0.111 |
-0.103 |
| ugosa |
0.111 |
. |
| par_3 |
0.091 |
. |
| ugos |
0.071 |
. |
| par_6 |
0.051 |
. |
| Fe |
0.051 |
. |
| O2 |
0.02 |
. |
| conductivity_WOA_clim |
0.02 |
. |
| Si |
0.01 |
. |
| CHL |
0.01 |
. |
| sss |
0.01 |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
KOK1515 pico1_
alpha coefficients
| par_3 |
0.212 |
-0.201 |
| par |
0.162 |
-0.078 |
| sss_cruise |
0.131 |
-0.253 |
| sla |
0.111 |
-0.533 |
| par_9 |
0.101 |
. |
| silicate_WOA_clim |
0.061 |
-3.473 |
| AOU_WOA_clim |
0.051 |
-1.688 |
| par_12 |
0.051 |
0.012 |
| par_6 |
0.04 |
. |
| vgos |
0.02 |
. |
| sst_cruise |
0.01 |
. |
| Fe |
0.01 |
. |
| ugosa |
0.01 |
. |
| ugos |
0.01 |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| sss |
. |
. |
KM1518 pico2_1
alpha coefficients
| sst_cruise |
0.7 |
1.828 |
| par_6 |
0.47 |
0.163 |
| par_9 |
0.39 |
0.034 |
| par_3 |
0.38 |
. |
| vgos |
0.37 |
. |
| surface_downward_northward_stress |
0.34 |
-0.148 |
| wind_stress |
0.31 |
-0.245 |
| par_12 |
0.22 |
. |
| northward_wind |
0.17 |
. |
| PO4 |
0.14 |
. |
| ugos |
0.13 |
. |
| conductivity_WOA_clim |
0.11 |
. |
| vgosa |
0.1 |
. |
| phosphate_WOA_clim |
0.07 |
. |
| silicate_WOA_clim |
0.07 |
. |
| par |
0.06 |
. |
| PHYC |
0.05 |
. |
| wind_speed |
0.05 |
. |
| o2sat_WOA_clim |
0.04 |
. |
| surface_downward_eastward_stress |
0.04 |
. |
| sss |
0.04 |
. |
| CHL |
0.03 |
. |
| AOU_WOA_clim |
0.02 |
. |
| oxygen_WOA_clim |
0.02 |
. |
| sss_cruise |
0.02 |
. |
| Fe |
0.02 |
. |
| sla |
0.02 |
. |
| ugosa |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| eastward_wind |
. |
. |
KM1518 rest1_1
alpha coefficients
| surface_downward_northward_stress |
0.31 |
-0.12 |
| par_3 |
0.19 |
. |
| wind_stress |
0.16 |
. |
| sst_cruise |
0.13 |
. |
| phosphate_WOA_clim |
0.12 |
. |
| AOU_WOA_clim |
0.07 |
. |
| par_6 |
0.07 |
. |
| northward_wind |
0.06 |
. |
| o2sat_WOA_clim |
0.05 |
. |
| par |
0.05 |
. |
| par_12 |
0.04 |
. |
| PO4 |
0.04 |
. |
| ugosa |
0.04 |
. |
| Fe |
0.03 |
. |
| silicate_WOA_clim |
0.01 |
. |
| sla |
0.01 |
. |
| ugos |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| par_9 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| sss |
. |
. |
KM1518 syn
alpha coefficients
| northward_wind |
0.1 |
. |
| sst_cruise |
0.06 |
. |
| par_3 |
0.06 |
. |
| sla |
0.05 |
. |
| par_9 |
0.04 |
. |
| vgosa |
0.03 |
. |
| surface_downward_northward_stress |
0.03 |
. |
| phosphate_WOA_clim |
0.02 |
. |
| par |
0.02 |
. |
| par_6 |
0.02 |
. |
| CHL |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| par_12 |
0.01 |
. |
| Si |
0.01 |
. |
| O2 |
0.01 |
. |
| wind_stress |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgos |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| eastward_wind |
. |
. |
| wind_speed |
. |
. |
| sss |
. |
. |
KM1518 bead
alpha coefficients
| sst_cruise |
0.6 |
3.789 |
| O2 |
0.11 |
. |
| sst |
0.09 |
. |
| vgosa |
0.08 |
. |
| northward_wind |
0.07 |
. |
| sla |
0.05 |
. |
| par_12 |
0.04 |
. |
| Si |
0.04 |
. |
| vgos |
0.04 |
. |
| wind_stress |
0.04 |
. |
| salinity_WOA_clim |
0.03 |
. |
| CHL |
0.03 |
. |
| oxygen_WOA_clim |
0.02 |
. |
| par_3 |
0.02 |
. |
| ugosa |
0.02 |
. |
| surface_downward_northward_stress |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| phosphate_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| sss_cruise |
0.01 |
. |
| par |
0.01 |
. |
| par_6 |
0.01 |
. |
| par_9 |
0.01 |
. |
| PHYC |
0.01 |
. |
| ugos |
0.01 |
. |
| wind_speed |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PO4 |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| sss |
. |
. |
KM1518 bg2
alpha coefficients
| surface_downward_northward_stress |
0.19 |
. |
| par |
0.08 |
. |
| par_6 |
0.08 |
. |
| northward_wind |
0.07 |
. |
| par_3 |
0.06 |
. |
| par_12 |
0.06 |
. |
| sst_cruise |
0.05 |
. |
| AOU_WOA_clim |
0.04 |
. |
| o2sat_WOA_clim |
0.04 |
. |
| sss_cruise |
0.03 |
. |
| ugosa |
0.03 |
. |
| ugos |
0.03 |
. |
| phosphate_WOA_clim |
0.02 |
. |
| PO4 |
0.02 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| O2 |
0.01 |
. |
| Fe |
0.01 |
. |
| wind_stress |
0.01 |
. |
| wind_speed |
0.01 |
. |
| sss |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| par_9 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
KM1518 small
alpha coefficients
| surface_downward_northward_stress |
0.45 |
0.045 |
| par |
0.37 |
0.126 |
| phosphate_WOA_clim |
0.24 |
. |
| par_3 |
0.24 |
0.006 |
| ugosa |
0.23 |
-0.249 |
| AOU_WOA_clim |
0.22 |
-1.245 |
| wind_stress |
0.22 |
. |
| o2sat_WOA_clim |
0.17 |
0.005 |
| Fe |
0.15 |
-0.105 |
| par_9 |
0.14 |
. |
| PO4 |
0.13 |
. |
| par_6 |
0.09 |
. |
| par_12 |
0.08 |
. |
| sst_cruise |
0.06 |
. |
| sla |
0.06 |
. |
| silicate_WOA_clim |
0.05 |
. |
| conductivity_WOA_clim |
0.03 |
. |
| CHL |
0.03 |
. |
| sss_cruise |
0.02 |
. |
| O2 |
0.02 |
. |
| ugos |
0.02 |
. |
| Si |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| wind_speed |
0.01 |
. |
| northward_wind |
0.01 |
. |
| sss |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| eastward_wind |
. |
. |
KM1518 pico1_
alpha coefficients
| surface_downward_northward_stress |
0.43 |
-0.311 |
| par_3 |
0.19 |
. |
| par_6 |
0.15 |
. |
| par |
0.1 |
. |
| par_9 |
0.09 |
. |
| ugosa |
0.07 |
. |
| vgos |
0.05 |
. |
| wind_stress |
0.05 |
. |
| northward_wind |
0.04 |
. |
| density_WOA_clim |
0.02 |
. |
| conductivity_WOA_clim |
0.02 |
. |
| silicate_WOA_clim |
0.02 |
. |
| sst_cruise |
0.02 |
. |
| CHL |
0.02 |
. |
| ugos |
0.02 |
. |
| wind_speed |
0.02 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| phosphate_WOA_clim |
0.01 |
. |
| sss_cruise |
0.01 |
. |
| par_12 |
0.01 |
. |
| PO4 |
0.01 |
. |
| vgosa |
0.01 |
. |
| sla |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| sss |
. |
. |
KM1518 bg1
alpha coefficients
| surface_downward_northward_stress |
0.11 |
. |
| par_3 |
0.07 |
. |
| o2sat_WOA_clim |
0.04 |
. |
| par_6 |
0.04 |
. |
| northward_wind |
0.04 |
. |
| par |
0.03 |
. |
| AOU_WOA_clim |
0.02 |
. |
| phosphate_WOA_clim |
0.02 |
. |
| par_9 |
0.02 |
. |
| par_12 |
0.02 |
. |
| PHYC |
0.02 |
. |
| wind_stress |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| sss_cruise |
0.01 |
. |
| sst_cruise |
0.01 |
. |
| vgosa |
0.01 |
. |
| vgos |
0.01 |
. |
| ugosa |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| sla |
. |
. |
| ugos |
. |
. |
| eastward_wind |
. |
. |
| wind_speed |
. |
. |
| sss |
. |
. |
KM1518 rest2_
alpha coefficients
| surface_downward_northward_stress |
0.34 |
. |
| par_6 |
0.25 |
-0.001 |
| par_3 |
0.22 |
-0.013 |
| par_9 |
0.17 |
. |
| northward_wind |
0.16 |
0.087 |
| silicate_WOA_clim |
0.12 |
. |
| vgos |
0.12 |
0.016 |
| wind_stress |
0.12 |
. |
| phosphate_WOA_clim |
0.11 |
. |
| par |
0.11 |
. |
| AOU_WOA_clim |
0.09 |
. |
| vgosa |
0.07 |
0.109 |
| sst_cruise |
0.05 |
. |
| par_12 |
0.05 |
. |
| ugosa |
0.05 |
. |
| o2sat_WOA_clim |
0.04 |
. |
| Fe |
0.02 |
. |
| ugos |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| CHL |
0.01 |
. |
| PO4 |
0.01 |
. |
| sss |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| sla |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
KM1518 pro1
alpha coefficients
| northward_wind |
0.66 |
0.334 |
| par_12 |
0.62 |
-0.052 |
| sst_cruise |
0.56 |
-1.961 |
| wind_stress |
0.51 |
. |
| par_6 |
0.47 |
0.13 |
| par |
0.44 |
0.063 |
| par_3 |
0.43 |
0.021 |
| surface_downward_northward_stress |
0.33 |
. |
| surface_downward_eastward_stress |
0.21 |
-0.216 |
| ugosa |
0.19 |
0.037 |
| PO4 |
0.16 |
. |
| phosphate_WOA_clim |
0.13 |
. |
| sst |
0.13 |
. |
| AOU_WOA_clim |
0.12 |
. |
| ugos |
0.12 |
. |
| par_9 |
0.1 |
. |
| vgosa |
0.1 |
. |
| o2sat_WOA_clim |
0.07 |
. |
| sss_cruise |
0.06 |
. |
| CHL |
0.06 |
. |
| Fe |
0.06 |
. |
| silicate_WOA_clim |
0.05 |
. |
| O2 |
0.05 |
. |
| sla |
0.05 |
. |
| wind_speed |
0.05 |
. |
| oxygen_WOA_clim |
0.03 |
. |
| conductivity_WOA_clim |
0.03 |
. |
| salinity_WOA_clim |
0.02 |
. |
| vgos |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| Si |
0.01 |
. |
| PHYC |
0.01 |
. |
| sss |
0.01 |
. |
| nitrate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PP |
. |
. |
| eastward_wind |
. |
. |
KM1601 rest1_1
alpha coefficients
| par |
0.06 |
. |
| northward_wind |
0.05 |
. |
| silicate_WOA_clim |
0.03 |
. |
| par_3 |
0.03 |
. |
| par_6 |
0.03 |
. |
| Si |
0.03 |
. |
| sst_cruise |
0.02 |
. |
| par_12 |
0.02 |
. |
| vgos |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| phosphate_WOA_clim |
0.01 |
. |
| par_9 |
0.01 |
. |
| PO4 |
0.01 |
. |
| O2 |
0.01 |
. |
| ugos |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
KM1601 pico2_1
alpha coefficients
| vgos |
0.36 |
. |
| par_6 |
0.33 |
. |
| par_3 |
0.32 |
. |
| par_12 |
0.16 |
. |
| wind_speed |
0.09 |
. |
| par_9 |
0.08 |
. |
| sss_cruise |
0.07 |
. |
| sst_cruise |
0.07 |
. |
| Fe |
0.06 |
. |
| par |
0.05 |
. |
| sst |
0.04 |
. |
| ugos |
0.04 |
. |
| ugosa |
0.03 |
. |
| phosphate_WOA_clim |
0.02 |
. |
| silicate_WOA_clim |
0.02 |
. |
| O2 |
0.02 |
. |
| northward_wind |
0.02 |
. |
| sss |
0.02 |
. |
| PHYC |
0.01 |
. |
| sla |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| surface_downward_northward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PO4 |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
KM1601 pico1_
alpha coefficients
| sss_cruise |
0.19 |
. |
| par_3 |
0.18 |
. |
| sst_cruise |
0.13 |
. |
| par |
0.13 |
. |
| par_6 |
0.13 |
. |
| par_12 |
0.07 |
. |
| sss |
0.05 |
. |
| par_9 |
0.04 |
. |
| phosphate_WOA_clim |
0.03 |
. |
| silicate_WOA_clim |
0.02 |
. |
| vgos |
0.02 |
. |
| wind_speed |
0.02 |
. |
| northward_wind |
0.02 |
. |
| CHL |
0.01 |
. |
| PO4 |
0.01 |
. |
| vgosa |
0.01 |
. |
| ugos |
0.01 |
. |
| surface_downward_northward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
KM1601 pro1
alpha coefficients
| par_9 |
0.26 |
. |
| sst_cruise |
0.22 |
. |
| par_12 |
0.18 |
. |
| sss_cruise |
0.16 |
. |
| par |
0.14 |
. |
| par_6 |
0.1 |
. |
| wind_speed |
0.1 |
. |
| par_3 |
0.09 |
. |
| vgos |
0.08 |
. |
| phosphate_WOA_clim |
0.07 |
. |
| Fe |
0.07 |
. |
| ugos |
0.07 |
. |
| CHL |
0.06 |
. |
| sst |
0.06 |
. |
| silicate_WOA_clim |
0.05 |
. |
| eastward_wind |
0.05 |
. |
| northward_wind |
0.04 |
. |
| PHYC |
0.03 |
. |
| ugosa |
0.03 |
. |
| surface_downward_eastward_stress |
0.03 |
. |
| sss |
0.03 |
. |
| sla |
0.02 |
. |
| wind_stress |
0.02 |
. |
| Si |
0.01 |
. |
| PO4 |
0.01 |
. |
| vgosa |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| O2 |
. |
. |
| PP |
. |
. |
| surface_downward_northward_stress |
. |
. |
KM1601 syn
alpha coefficients
| wind_speed |
0.06 |
. |
| sst_cruise |
0.05 |
. |
| par_3 |
0.03 |
. |
| par_6 |
0.03 |
. |
| phosphate_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| sss_cruise |
0.01 |
. |
| par_9 |
0.01 |
. |
| par_12 |
0.01 |
. |
| vgos |
0.01 |
. |
| surface_downward_northward_stress |
0.01 |
. |
| northward_wind |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| par |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| sss |
. |
. |
KM1601 bead
alpha coefficients
| ugosa |
0.03 |
. |
| par_9 |
0.02 |
. |
| Fe |
0.02 |
. |
| ugos |
0.02 |
. |
| wind_speed |
0.02 |
. |
| phosphate_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| sss_cruise |
0.01 |
. |
| sst_cruise |
0.01 |
. |
| par |
0.01 |
. |
| par_3 |
0.01 |
. |
| par_6 |
0.01 |
. |
| CHL |
0.01 |
. |
| vgos |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| sla |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KM1601 small
alpha coefficients
| par |
0.16 |
. |
| par_3 |
0.16 |
. |
| sss_cruise |
0.11 |
. |
| vgos |
0.1 |
. |
| sss |
0.09 |
. |
| par_12 |
0.07 |
. |
| northward_wind |
0.06 |
. |
| par_6 |
0.04 |
. |
| CHL |
0.04 |
. |
| ugosa |
0.03 |
. |
| ugos |
0.03 |
. |
| phosphate_WOA_clim |
0.02 |
. |
| sst_cruise |
0.02 |
. |
| par_9 |
0.02 |
. |
| vgosa |
0.02 |
. |
| eastward_wind |
0.02 |
. |
| PHYC |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| sla |
. |
. |
| wind_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
KM1601 bg
alpha coefficients
| par_3 |
0.05 |
. |
| par_12 |
0.05 |
. |
| par |
0.04 |
. |
| CHL |
0.03 |
. |
| silicate_WOA_clim |
0.02 |
. |
| Si |
0.02 |
. |
| sss_cruise |
0.01 |
. |
| par_6 |
0.01 |
. |
| par_9 |
0.01 |
. |
| PO4 |
0.01 |
. |
| O2 |
0.01 |
. |
| vgosa |
0.01 |
. |
| vgos |
0.01 |
. |
| ugos |
0.01 |
. |
| wind_speed |
0.01 |
. |
| northward_wind |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
KM1601 rest2_
alpha coefficients
| vgos |
0.12 |
. |
| par_3 |
0.11 |
. |
| par_9 |
0.1 |
. |
| par_6 |
0.07 |
. |
| northward_wind |
0.03 |
. |
| sst_cruise |
0.02 |
. |
| par_12 |
0.02 |
. |
| vgosa |
0.02 |
. |
| eastward_wind |
0.02 |
. |
| sss |
0.02 |
. |
| phosphate_WOA_clim |
0.01 |
. |
| sss_cruise |
0.01 |
. |
| par |
0.01 |
. |
| CHL |
0.01 |
. |
| O2 |
0.01 |
. |
| ugos |
0.01 |
. |
| wind_speed |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
KM1601 pro2
alpha coefficients
| par_3 |
0.08 |
. |
| sss_cruise |
0.06 |
. |
| sst_cruise |
0.06 |
. |
| par_12 |
0.04 |
. |
| sss |
0.04 |
. |
| par |
0.03 |
. |
| par_9 |
0.03 |
. |
| silicate_WOA_clim |
0.02 |
. |
| par_6 |
0.02 |
. |
| CHL |
0.02 |
. |
| PHYC |
0.02 |
. |
| vgos |
0.02 |
. |
| ugosa |
0.02 |
. |
| eastward_wind |
0.02 |
. |
| wind_speed |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| phosphate_WOA_clim |
0.01 |
. |
| Si |
0.01 |
. |
| sla |
0.01 |
. |
| ugos |
0.01 |
. |
| wind_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
KM1602 rest1_2
alpha coefficients
| sss |
0.66 |
-2.974 |
| sss_cruise |
0.6 |
-3.819 |
| northward_wind |
0.6 |
-0.945 |
| sst_cruise |
0.33 |
0.16 |
| par_9 |
0.3 |
0.174 |
| surface_downward_northward_stress |
0.28 |
. |
| par_12 |
0.26 |
0.154 |
| ugos |
0.26 |
-0.343 |
| CHL |
0.23 |
. |
| vgos |
0.23 |
-0.506 |
| sst |
0.21 |
0.244 |
| par_3 |
0.17 |
0.171 |
| par |
0.15 |
. |
| Si |
0.11 |
-3.231 |
| wind_speed |
0.1 |
. |
| nitrate_WOA_clim |
0.09 |
. |
| sla |
0.07 |
-0.124 |
| density_WOA_clim |
0.06 |
. |
| par_6 |
0.06 |
. |
| oxygen_WOA_clim |
0.05 |
. |
| salinity_WOA_clim |
0.05 |
. |
| conductivity_WOA_clim |
0.05 |
. |
| silicate_WOA_clim |
0.04 |
. |
| O2 |
0.04 |
. |
| wind_stress |
0.04 |
. |
| phosphate_WOA_clim |
0.03 |
. |
| vgosa |
0.03 |
. |
| surface_downward_eastward_stress |
0.03 |
. |
| AOU_WOA_clim |
0.02 |
. |
| PO4 |
0.02 |
. |
| Fe |
0.02 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| PHYC |
0.01 |
. |
| ugosa |
0.01 |
. |
| eastward_wind |
0.01 |
-0.106 |
| NO3 |
. |
. |
| PP |
. |
. |
KM1602 rest1_1
alpha coefficients
| par |
0.32 |
-0.119 |
| par_9 |
0.21 |
0.032 |
| sss_cruise |
0.12 |
. |
| par_3 |
0.12 |
-0.007 |
| par_6 |
0.12 |
. |
| sst_cruise |
0.1 |
. |
| sla |
0.1 |
. |
| eastward_wind |
0.1 |
0.035 |
| Si |
0.09 |
. |
| par_12 |
0.08 |
. |
| phosphate_WOA_clim |
0.07 |
. |
| vgos |
0.07 |
. |
| surface_downward_eastward_stress |
0.07 |
. |
| northward_wind |
0.07 |
. |
| sss |
0.07 |
. |
| O2 |
0.06 |
. |
| wind_stress |
0.06 |
. |
| AOU_WOA_clim |
0.05 |
. |
| PHYC |
0.05 |
. |
| PO4 |
0.05 |
-2.619 |
| sst |
0.05 |
. |
| surface_downward_northward_stress |
0.05 |
. |
| o2sat_WOA_clim |
0.04 |
. |
| vgosa |
0.04 |
. |
| ugosa |
0.04 |
. |
| wind_speed |
0.04 |
. |
| oxygen_WOA_clim |
0.03 |
. |
| conductivity_WOA_clim |
0.03 |
. |
| CHL |
0.03 |
. |
| ugos |
0.03 |
. |
| density_WOA_clim |
0.02 |
. |
| silicate_WOA_clim |
0.02 |
. |
| Fe |
0.02 |
. |
| salinity_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| PP |
0.01 |
. |
| NO3 |
. |
. |
KM1602 pico2_1
alpha coefficients
| par_6 |
0.84 |
0.207 |
| CHL |
0.76 |
53.798 |
| par_3 |
0.75 |
0.347 |
| par_9 |
0.63 |
0.199 |
| eastward_wind |
0.43 |
0.057 |
| par_12 |
0.27 |
0.11 |
| vgos |
0.24 |
0.116 |
| Si |
0.23 |
0.662 |
| wind_stress |
0.22 |
. |
| par |
0.2 |
0.114 |
| sst_cruise |
0.18 |
-0.45 |
| sla |
0.18 |
. |
| phosphate_WOA_clim |
0.16 |
. |
| nitrate_WOA_clim |
0.13 |
. |
| sss_cruise |
0.13 |
. |
| ugosa |
0.13 |
0.111 |
| ugos |
0.13 |
0.09 |
| PO4 |
0.12 |
. |
| PHYC |
0.1 |
. |
| Fe |
0.1 |
. |
| wind_speed |
0.1 |
. |
| PP |
0.09 |
. |
| o2sat_WOA_clim |
0.08 |
. |
| sst |
0.08 |
. |
| vgosa |
0.08 |
0.094 |
| AOU_WOA_clim |
0.06 |
. |
| surface_downward_northward_stress |
0.06 |
. |
| northward_wind |
0.06 |
. |
| silicate_WOA_clim |
0.04 |
. |
| oxygen_WOA_clim |
0.03 |
. |
| O2 |
0.02 |
. |
| sss |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
| NO3 |
. |
. |
KM1602 pico1_
alpha coefficients
| sst_cruise |
0.61 |
-0.864 |
| par_6 |
0.39 |
-0.184 |
| par_12 |
0.17 |
0.04 |
| sss |
0.16 |
0.72 |
| par_9 |
0.13 |
-0.002 |
| par_3 |
0.12 |
. |
| PHYC |
0.11 |
-0.072 |
| PP |
0.11 |
. |
| northward_wind |
0.11 |
. |
| sst |
0.1 |
. |
| par |
0.09 |
-0.021 |
| phosphate_WOA_clim |
0.08 |
. |
| CHL |
0.08 |
. |
| wind_speed |
0.08 |
. |
| O2 |
0.06 |
1.523 |
| ugos |
0.06 |
. |
| sss_cruise |
0.05 |
. |
| Si |
0.05 |
. |
| vgos |
0.05 |
0.11 |
| ugosa |
0.05 |
. |
| AOU_WOA_clim |
0.04 |
. |
| o2sat_WOA_clim |
0.04 |
. |
| nitrate_WOA_clim |
0.04 |
. |
| vgosa |
0.04 |
. |
| sla |
0.04 |
. |
| surface_downward_northward_stress |
0.03 |
. |
| wind_stress |
0.02 |
. |
| eastward_wind |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| PO4 |
0.01 |
. |
| Fe |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| surface_downward_eastward_stress |
. |
. |
KM1602 bg
alpha coefficients
| par_9 |
0.17 |
-0.049 |
| sst |
0.14 |
1.761 |
| sss |
0.14 |
-0.214 |
| sss_cruise |
0.13 |
. |
| Fe |
0.12 |
0.088 |
| density_WOA_clim |
0.11 |
-0.061 |
| CHL |
0.08 |
. |
| par_3 |
0.07 |
. |
| par_12 |
0.06 |
. |
| salinity_WOA_clim |
0.05 |
-0.132 |
| PP |
0.05 |
. |
| vgosa |
0.05 |
. |
| northward_wind |
0.05 |
. |
| O2 |
0.04 |
. |
| wind_stress |
0.04 |
0.053 |
| wind_speed |
0.04 |
. |
| surface_downward_northward_stress |
0.04 |
-0.002 |
| conductivity_WOA_clim |
0.03 |
0.438 |
| nitrate_WOA_clim |
0.03 |
. |
| sst_cruise |
0.03 |
. |
| par |
0.03 |
. |
| par_6 |
0.03 |
. |
| PO4 |
0.03 |
. |
| AOU_WOA_clim |
0.02 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| phosphate_WOA_clim |
0.02 |
. |
| Si |
0.02 |
. |
| sla |
0.02 |
. |
| eastward_wind |
0.02 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| PHYC |
0.01 |
. |
| vgos |
0.01 |
. |
| ugosa |
0.01 |
. |
| ugos |
0.01 |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| surface_downward_eastward_stress |
. |
. |
KM1602 bead
alpha coefficients
| wind_stress |
0.12 |
-0.151 |
| phosphate_WOA_clim |
0.1 |
-0.005 |
| sss_cruise |
0.08 |
0.014 |
| par_3 |
0.08 |
. |
| ugos |
0.08 |
. |
| AOU_WOA_clim |
0.07 |
-0.078 |
| sst_cruise |
0.07 |
-0.164 |
| o2sat_WOA_clim |
0.06 |
0.007 |
| par_9 |
0.06 |
. |
| sst |
0.06 |
-0.301 |
| vgos |
0.06 |
. |
| par_6 |
0.05 |
. |
| par_12 |
0.05 |
. |
| northward_wind |
0.05 |
. |
| par |
0.04 |
. |
| eastward_wind |
0.04 |
. |
| wind_speed |
0.04 |
. |
| PHYC |
0.03 |
. |
| O2 |
0.03 |
. |
| sla |
0.03 |
. |
| ugosa |
0.03 |
. |
| surface_downward_northward_stress |
0.03 |
0.001 |
| nitrate_WOA_clim |
0.02 |
. |
| silicate_WOA_clim |
0.02 |
. |
| Si |
0.02 |
. |
| sss |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| PO4 |
0.01 |
. |
| Fe |
0.01 |
. |
| PP |
0.01 |
. |
| vgosa |
0.01 |
. |
| conductivity_WOA_clim |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| surface_downward_eastward_stress |
. |
. |
KM1602 pro1
alpha coefficients
| par_12 |
0.73 |
-0.08 |
| par |
0.38 |
. |
| par_9 |
0.3 |
0.033 |
| sst_cruise |
0.29 |
. |
| O2 |
0.26 |
-0.012 |
| par_3 |
0.25 |
-0.025 |
| PHYC |
0.25 |
. |
| wind_speed |
0.25 |
-0.134 |
| Si |
0.21 |
-8.281 |
| PO4 |
0.19 |
. |
| PP |
0.19 |
0.031 |
| vgosa |
0.19 |
-0.057 |
| sss_cruise |
0.16 |
0.258 |
| wind_stress |
0.15 |
. |
| sla |
0.14 |
0.007 |
| par_6 |
0.13 |
0.013 |
| ugosa |
0.12 |
. |
| Fe |
0.11 |
0.357 |
| vgos |
0.11 |
. |
| phosphate_WOA_clim |
0.1 |
. |
| oxygen_WOA_clim |
0.07 |
. |
| CHL |
0.07 |
24.824 |
| ugos |
0.07 |
. |
| northward_wind |
0.07 |
. |
| sst |
0.06 |
0.312 |
| sss |
0.06 |
. |
| AOU_WOA_clim |
0.05 |
. |
| nitrate_WOA_clim |
0.05 |
3.073 |
| surface_downward_eastward_stress |
0.05 |
. |
| density_WOA_clim |
0.04 |
. |
| conductivity_WOA_clim |
0.04 |
. |
| o2sat_WOA_clim |
0.03 |
. |
| salinity_WOA_clim |
0.03 |
. |
| silicate_WOA_clim |
0.03 |
. |
| eastward_wind |
0.03 |
. |
| surface_downward_northward_stress |
0.02 |
. |
| NO3 |
. |
. |
KM1602 small
alpha coefficients
| sst_cruise |
0.46 |
1.932 |
| par |
0.43 |
0.149 |
| par_3 |
0.32 |
0.082 |
| par_12 |
0.31 |
. |
| surface_downward_eastward_stress |
0.31 |
0.329 |
| wind_speed |
0.25 |
0.257 |
| eastward_wind |
0.24 |
. |
| PO4 |
0.19 |
7.019 |
| par_6 |
0.16 |
. |
| sla |
0.15 |
0.078 |
| par_9 |
0.14 |
-0.018 |
| vgosa |
0.13 |
-0.054 |
| northward_wind |
0.12 |
. |
| sss_cruise |
0.11 |
-0.541 |
| O2 |
0.11 |
. |
| vgos |
0.11 |
. |
| Si |
0.09 |
. |
| ugos |
0.08 |
-0.028 |
| sss |
0.08 |
0.536 |
| CHL |
0.07 |
-58.119 |
| sst |
0.06 |
. |
| phosphate_WOA_clim |
0.05 |
. |
| conductivity_WOA_clim |
0.03 |
. |
| nitrate_WOA_clim |
0.03 |
. |
| PHYC |
0.03 |
. |
| PP |
0.03 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| oxygen_WOA_clim |
0.02 |
. |
| salinity_WOA_clim |
0.02 |
. |
| silicate_WOA_clim |
0.02 |
. |
| ugosa |
0.02 |
. |
| wind_stress |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| density_WOA_clim |
0.01 |
. |
| NO3 |
. |
. |
| Fe |
. |
. |
| surface_downward_northward_stress |
. |
. |
KM1602 pro2
alpha coefficients
| sss_cruise |
0.14 |
. |
| par_6 |
0.14 |
0.001 |
| par_3 |
0.12 |
0.007 |
| par |
0.11 |
0.002 |
| sst_cruise |
0.09 |
. |
| par_12 |
0.09 |
-0.044 |
| par_9 |
0.07 |
. |
| PO4 |
0.07 |
0.983 |
| sst |
0.07 |
. |
| vgosa |
0.07 |
-0.013 |
| vgos |
0.07 |
. |
| wind_stress |
0.07 |
. |
| northward_wind |
0.07 |
. |
| sla |
0.06 |
0.001 |
| PHYC |
0.05 |
. |
| phosphate_WOA_clim |
0.04 |
. |
| CHL |
0.04 |
. |
| surface_downward_eastward_stress |
0.04 |
. |
| wind_speed |
0.04 |
. |
| surface_downward_northward_stress |
0.04 |
. |
| AOU_WOA_clim |
0.03 |
. |
| density_WOA_clim |
0.03 |
. |
| salinity_WOA_clim |
0.03 |
. |
| conductivity_WOA_clim |
0.03 |
. |
| nitrate_WOA_clim |
0.03 |
. |
| O2 |
0.03 |
. |
| ugos |
0.03 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| oxygen_WOA_clim |
0.02 |
. |
| silicate_WOA_clim |
0.02 |
. |
| Si |
0.02 |
. |
| eastward_wind |
0.02 |
. |
| sss |
0.02 |
. |
| PP |
0.01 |
. |
| NO3 |
. |
. |
| Fe |
. |
. |
| ugosa |
. |
. |
KM1602 rest2_
alpha coefficients
| surface_downward_eastward_stress |
0.31 |
. |
| par_3 |
0.22 |
-0.106 |
| par_6 |
0.22 |
-0.081 |
| sss_cruise |
0.17 |
-0.114 |
| eastward_wind |
0.17 |
-0.603 |
| sss |
0.17 |
. |
| sst_cruise |
0.16 |
0.563 |
| par_9 |
0.15 |
-0.019 |
| par_12 |
0.14 |
-0.003 |
| sla |
0.12 |
. |
| wind_speed |
0.11 |
0.066 |
| northward_wind |
0.11 |
. |
| par |
0.1 |
. |
| surface_downward_northward_stress |
0.09 |
. |
| O2 |
0.07 |
. |
| density_WOA_clim |
0.06 |
. |
| PO4 |
0.06 |
. |
| sst |
0.06 |
. |
| ugos |
0.06 |
. |
| salinity_WOA_clim |
0.05 |
. |
| nitrate_WOA_clim |
0.05 |
. |
| Si |
0.05 |
. |
| vgos |
0.05 |
. |
| wind_stress |
0.05 |
. |
| AOU_WOA_clim |
0.04 |
. |
| phosphate_WOA_clim |
0.04 |
0.038 |
| o2sat_WOA_clim |
0.03 |
-0.001 |
| CHL |
0.03 |
. |
| oxygen_WOA_clim |
0.02 |
. |
| PHYC |
0.02 |
. |
| Fe |
0.02 |
. |
| vgosa |
0.02 |
0.027 |
| conductivity_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| ugosa |
0.01 |
. |
| NO3 |
. |
. |
| PP |
. |
. |
KOK1604 pico2_1
alpha coefficients
| par |
0.03 |
0.116 |
| par_3 |
0.02 |
. |
| par_6 |
0.02 |
. |
| eastward_wind |
0.02 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| par_9 |
0.01 |
. |
| Si |
0.01 |
. |
| ugos |
0.01 |
. |
| wind_stress |
0.01 |
-0.219 |
| surface_downward_eastward_stress |
0.01 |
. |
| wind_speed |
0.01 |
-0.001 |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par_12 |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1604 small
alpha coefficients
| par |
0.061 |
. |
| wind_stress |
0.051 |
. |
| par_6 |
0.02 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| sss_cruise |
0.01 |
. |
| ugos |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
| par_3 |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1604 bg
alpha coefficients
| par_3 |
0.02 |
. |
| par_6 |
0.02 |
. |
| PP |
0.02 |
. |
| O2 |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1604 bead
alpha coefficients
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par |
. |
. |
| par_3 |
. |
. |
| par_6 |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1604 rest1_2
alpha coefficients
| par_3 |
0.02 |
. |
| par |
0.01 |
-0.067 |
| Si |
0.01 |
. |
| PO4 |
0.01 |
. |
| wind_stress |
0.01 |
. |
| eastward_wind |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par_6 |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1604 pico1_
alpha coefficients
| par |
0.222 |
. |
| par_12 |
0.182 |
. |
| wind_stress |
0.172 |
. |
| par_6 |
0.111 |
. |
| par_9 |
0.051 |
. |
| par_3 |
0.04 |
. |
| PP |
0.04 |
. |
| surface_downward_eastward_stress |
0.04 |
. |
| AOU_WOA_clim |
0.03 |
. |
| sss_cruise |
0.03 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| salinity_WOA_clim |
0.02 |
. |
| CHL |
0.02 |
. |
| PO4 |
0.02 |
. |
| O2 |
0.02 |
. |
| phosphate_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| Si |
0.01 |
. |
| PHYC |
0.01 |
. |
| sla |
0.01 |
. |
| wind_speed |
0.01 |
. |
| surface_downward_northward_stress |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
| NO3 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| eastward_wind |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1604 rest1_1
alpha coefficients
| par_3 |
0.04 |
. |
| par |
0.03 |
. |
| PO4 |
0.03 |
. |
| ugos |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| par_9 |
0.01 |
. |
| Si |
0.01 |
. |
| O2 |
0.01 |
. |
| wind_speed |
0.01 |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par_6 |
. |
. |
| par_12 |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1604 rest2_
alpha coefficients
| par |
0.03 |
. |
| par_3 |
0.02 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par_6 |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1604 pico3_
alpha coefficients
| par |
0.02 |
. |
| silicate_WOA_clim |
0.01 |
. |
| par_3 |
0.01 |
. |
| par_6 |
0.01 |
. |
| PO4 |
0.01 |
. |
| vgos |
0.01 |
. |
| eastward_wind |
0.01 |
. |
| northward_wind |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
KOK1604 pro1
alpha coefficients
| par_6 |
0.343 |
0.141 |
| par_3 |
0.222 |
0.05 |
| PO4 |
0.141 |
2.099 |
| AOU_WOA_clim |
0.071 |
. |
| PP |
0.051 |
. |
| par_9 |
0.04 |
. |
| par_12 |
0.04 |
. |
| salinity_WOA_clim |
0.03 |
. |
| surface_downward_northward_stress |
0.03 |
. |
| sst |
0.02 |
. |
| wind_stress |
0.02 |
. |
| wind_speed |
0.02 |
. |
| o2sat_WOA_clim |
0.01 |
0.404 |
| sss_cruise |
0.01 |
. |
| O2 |
0.01 |
. |
| ugos |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| sss |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
| par |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| Fe |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| eastward_wind |
. |
. |
| northward_wind |
. |
. |
KOK1606 rest1_1
alpha coefficients
| par_6 |
0.91 |
-0.155 |
| sla |
0.89 |
-0.355 |
| par_12 |
0.85 |
-0.107 |
| sss_cruise |
0.84 |
-1.282 |
| nitrate_WOA_clim |
0.73 |
0.043 |
| surface_downward_eastward_stress |
0.71 |
-0.206 |
| vgos |
0.62 |
0.051 |
| par_9 |
0.61 |
-0.044 |
| vgosa |
0.53 |
. |
| wind_stress |
0.52 |
0.044 |
| Fe |
0.51 |
-0.128 |
| par |
0.46 |
-0.014 |
| ugos |
0.45 |
-0.043 |
| northward_wind |
0.43 |
0 |
| sst |
0.41 |
0.24 |
| wind_speed |
0.41 |
0.004 |
| par_3 |
0.38 |
. |
| ugosa |
0.34 |
. |
| o2sat_WOA_clim |
0.31 |
. |
| PP |
0.28 |
-0.026 |
| PHYC |
0.2 |
-0.365 |
| sss |
0.18 |
. |
| sst_cruise |
0.17 |
. |
| AOU_WOA_clim |
0.16 |
. |
| phosphate_WOA_clim |
0.15 |
. |
| PO4 |
0.15 |
. |
| surface_downward_northward_stress |
0.15 |
. |
| oxygen_WOA_clim |
0.14 |
0.12 |
| density_WOA_clim |
0.12 |
. |
| CHL |
0.12 |
. |
| silicate_WOA_clim |
0.08 |
. |
| NO3 |
0.06 |
. |
| eastward_wind |
0.03 |
. |
| salinity_WOA_clim |
0.01 |
. |
| O2 |
0.01 |
. |
| conductivity_WOA_clim |
. |
. |
| Si |
. |
. |
KOK1606 bg2
alpha coefficients
| sla |
0.83 |
-0.052 |
| par_12 |
0.69 |
0.061 |
| par_3 |
0.68 |
. |
| nitrate_WOA_clim |
0.65 |
2.122 |
| par |
0.62 |
-0.095 |
| wind_stress |
0.6 |
. |
| ugos |
0.53 |
. |
| northward_wind |
0.52 |
0.026 |
| sss_cruise |
0.5 |
-0.091 |
| par_6 |
0.47 |
0.019 |
| par_9 |
0.44 |
. |
| PO4 |
0.38 |
. |
| Fe |
0.36 |
. |
| PP |
0.32 |
-0.056 |
| wind_speed |
0.31 |
. |
| vgosa |
0.28 |
. |
| vgos |
0.28 |
. |
| sss |
0.24 |
. |
| surface_downward_eastward_stress |
0.23 |
-0.089 |
| silicate_WOA_clim |
0.22 |
-1.663 |
| o2sat_WOA_clim |
0.19 |
. |
| ugosa |
0.16 |
. |
| AOU_WOA_clim |
0.15 |
. |
| sst_cruise |
0.14 |
-0.621 |
| surface_downward_northward_stress |
0.11 |
. |
| density_WOA_clim |
0.1 |
. |
| phosphate_WOA_clim |
0.1 |
. |
| PHYC |
0.1 |
-0.584 |
| NO3 |
0.08 |
. |
| eastward_wind |
0.06 |
-0.001 |
| sst |
0.05 |
. |
| salinity_WOA_clim |
0.03 |
. |
| O2 |
0.02 |
. |
| CHL |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| Si |
. |
. |
KOK1606 bg1
alpha coefficients
| wind_speed |
0.75 |
-0.167 |
| Fe |
0.7 |
. |
| sla |
0.53 |
0.123 |
| par_12 |
0.51 |
. |
| par_3 |
0.5 |
. |
| par_9 |
0.48 |
. |
| nitrate_WOA_clim |
0.46 |
-0.998 |
| par |
0.41 |
. |
| ugosa |
0.4 |
. |
| par_6 |
0.39 |
-0.026 |
| o2sat_WOA_clim |
0.38 |
. |
| sss_cruise |
0.37 |
. |
| PHYC |
0.35 |
. |
| PO4 |
0.34 |
-0.099 |
| northward_wind |
0.34 |
-0.172 |
| vgos |
0.3 |
-0.018 |
| ugos |
0.3 |
0.024 |
| CHL |
0.26 |
. |
| sss |
0.26 |
. |
| surface_downward_northward_stress |
0.23 |
. |
| sst_cruise |
0.19 |
. |
| surface_downward_eastward_stress |
0.19 |
. |
| AOU_WOA_clim |
0.16 |
. |
| vgosa |
0.15 |
. |
| wind_stress |
0.15 |
-0.126 |
| sst |
0.14 |
. |
| density_WOA_clim |
0.13 |
. |
| phosphate_WOA_clim |
0.13 |
. |
| silicate_WOA_clim |
0.09 |
0.118 |
| PP |
0.09 |
. |
| eastward_wind |
0.07 |
. |
| NO3 |
0.06 |
. |
| O2 |
0.02 |
. |
| salinity_WOA_clim |
0.01 |
. |
| Si |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
KOK1606 bead
alpha coefficients
| density_WOA_clim |
0.88 |
-0.345 |
| Fe |
0.83 |
0.479 |
| surface_downward_northward_stress |
0.78 |
-0.24 |
| par_9 |
0.7 |
-0.109 |
| nitrate_WOA_clim |
0.68 |
-1.068 |
| sss_cruise |
0.46 |
0.252 |
| par_12 |
0.4 |
-0.058 |
| northward_wind |
0.39 |
0 |
| sla |
0.35 |
. |
| wind_speed |
0.35 |
0.054 |
| par_3 |
0.34 |
-0.032 |
| ugos |
0.29 |
-0.018 |
| par |
0.28 |
. |
| phosphate_WOA_clim |
0.27 |
. |
| sss |
0.22 |
. |
| ugosa |
0.21 |
. |
| vgos |
0.18 |
. |
| wind_stress |
0.18 |
. |
| vgosa |
0.16 |
. |
| par_6 |
0.14 |
. |
| sst_cruise |
0.09 |
. |
| PP |
0.08 |
. |
| salinity_WOA_clim |
0.06 |
. |
| surface_downward_eastward_stress |
0.06 |
. |
| o2sat_WOA_clim |
0.05 |
. |
| NO3 |
0.04 |
. |
| AOU_WOA_clim |
0.03 |
. |
| silicate_WOA_clim |
0.03 |
. |
| PHYC |
0.03 |
. |
| PO4 |
0.03 |
. |
| eastward_wind |
0.02 |
. |
| CHL |
0.01 |
. |
| sst |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| Si |
. |
. |
| O2 |
. |
. |
KOK1606 pico1_
alpha coefficients
| sss_cruise |
0.99 |
-0.755 |
| par_9 |
0.98 |
-0.292 |
| sst_cruise |
0.97 |
-1.378 |
| nitrate_WOA_clim |
0.9 |
-0.043 |
| par_12 |
0.88 |
0.089 |
| par_6 |
0.87 |
-0.091 |
| wind_stress |
0.86 |
-0.143 |
| surface_downward_eastward_stress |
0.83 |
0.045 |
| sla |
0.82 |
0.169 |
| par_3 |
0.73 |
-0.076 |
| northward_wind |
0.73 |
0.001 |
| CHL |
0.71 |
4.094 |
| par |
0.67 |
0.034 |
| Fe |
0.65 |
0.388 |
| ugosa |
0.63 |
0.058 |
| phosphate_WOA_clim |
0.61 |
-1.166 |
| sss |
0.58 |
-0.012 |
| vgos |
0.49 |
-0.03 |
| PO4 |
0.46 |
-0.915 |
| density_WOA_clim |
0.42 |
-0.35 |
| vgosa |
0.42 |
. |
| wind_speed |
0.29 |
-0.046 |
| surface_downward_northward_stress |
0.28 |
. |
| ugos |
0.25 |
. |
| PHYC |
0.18 |
. |
| PP |
0.18 |
. |
| silicate_WOA_clim |
0.15 |
. |
| Si |
0.15 |
. |
| salinity_WOA_clim |
0.12 |
. |
| o2sat_WOA_clim |
0.11 |
. |
| eastward_wind |
0.11 |
. |
| AOU_WOA_clim |
0.09 |
. |
| NO3 |
0.09 |
. |
| oxygen_WOA_clim |
0.08 |
. |
| sst |
0.07 |
. |
| O2 |
0.02 |
. |
| conductivity_WOA_clim |
. |
. |
KOK1606 rest2_
alpha coefficients
| sla |
0.99 |
-0.198 |
| northward_wind |
0.93 |
0.104 |
| surface_downward_eastward_stress |
0.89 |
-0.303 |
| par_6 |
0.83 |
-0.127 |
| par_12 |
0.77 |
-0.099 |
| vgos |
0.7 |
0.022 |
| nitrate_WOA_clim |
0.59 |
0.423 |
| sss_cruise |
0.58 |
-0.628 |
| par |
0.52 |
-0.008 |
| sst |
0.44 |
0.489 |
| par_3 |
0.43 |
-0.023 |
| par_9 |
0.42 |
-0.014 |
| density_WOA_clim |
0.41 |
0.245 |
| silicate_WOA_clim |
0.41 |
. |
| ugos |
0.32 |
. |
| wind_speed |
0.28 |
. |
| phosphate_WOA_clim |
0.25 |
. |
| wind_stress |
0.24 |
-0.016 |
| PO4 |
0.21 |
. |
| Fe |
0.2 |
. |
| AOU_WOA_clim |
0.17 |
-0.04 |
| ugosa |
0.15 |
. |
| eastward_wind |
0.14 |
0.02 |
| surface_downward_northward_stress |
0.12 |
0.009 |
| o2sat_WOA_clim |
0.1 |
. |
| PHYC |
0.1 |
. |
| PP |
0.1 |
. |
| vgosa |
0.1 |
. |
| sss |
0.08 |
-0.005 |
| NO3 |
0.06 |
. |
| sst_cruise |
0.04 |
. |
| CHL |
0.03 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| O2 |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| Si |
. |
. |
KOK1606 pico3_
alpha coefficients
| wind_speed |
0.96 |
-0.251 |
| sss_cruise |
0.82 |
1.08 |
| par_12 |
0.82 |
0.014 |
| par_6 |
0.74 |
. |
| sla |
0.72 |
0.038 |
| Fe |
0.68 |
-0.204 |
| par_9 |
0.66 |
0.004 |
| nitrate_WOA_clim |
0.65 |
-0.948 |
| northward_wind |
0.6 |
0.086 |
| sss |
0.58 |
0.24 |
| par_3 |
0.56 |
0.063 |
| ugosa |
0.53 |
-0.021 |
| par |
0.38 |
. |
| surface_downward_eastward_stress |
0.35 |
0.296 |
| PHYC |
0.34 |
. |
| phosphate_WOA_clim |
0.24 |
. |
| vgos |
0.21 |
. |
| density_WOA_clim |
0.19 |
0.038 |
| surface_downward_northward_stress |
0.19 |
. |
| silicate_WOA_clim |
0.17 |
0.241 |
| ugos |
0.15 |
. |
| PO4 |
0.12 |
. |
| eastward_wind |
0.11 |
. |
| vgosa |
0.1 |
. |
| PP |
0.09 |
. |
| wind_stress |
0.09 |
. |
| NO3 |
0.08 |
. |
| sst |
0.07 |
. |
| o2sat_WOA_clim |
0.06 |
. |
| CHL |
0.06 |
. |
| O2 |
0.05 |
. |
| AOU_WOA_clim |
0.04 |
. |
| sst_cruise |
0.04 |
. |
| salinity_WOA_clim |
0.02 |
. |
| Si |
0.02 |
. |
| oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
KOK1606 pico2_1
alpha coefficients
| par_3 |
1 |
0.323 |
| par_9 |
1 |
0.155 |
| Fe |
0.96 |
0.381 |
| par_6 |
0.91 |
0.055 |
| sss_cruise |
0.88 |
0.481 |
| vgosa |
0.8 |
-0.066 |
| sla |
0.78 |
-0.025 |
| surface_downward_eastward_stress |
0.78 |
0.163 |
| nitrate_WOA_clim |
0.75 |
0.237 |
| PO4 |
0.62 |
0.161 |
| ugos |
0.62 |
0.02 |
| par |
0.59 |
0.046 |
| wind_speed |
0.58 |
0.091 |
| par_12 |
0.54 |
. |
| sst |
0.54 |
-0.579 |
| silicate_WOA_clim |
0.49 |
-0.236 |
| northward_wind |
0.46 |
-0.104 |
| wind_stress |
0.34 |
. |
| sss |
0.34 |
. |
| vgos |
0.31 |
. |
| surface_downward_northward_stress |
0.28 |
. |
| o2sat_WOA_clim |
0.23 |
-0.009 |
| PP |
0.2 |
. |
| sst_cruise |
0.19 |
0.21 |
| NO3 |
0.16 |
. |
| PHYC |
0.15 |
0.053 |
| AOU_WOA_clim |
0.13 |
. |
| density_WOA_clim |
0.13 |
. |
| ugosa |
0.11 |
. |
| eastward_wind |
0.09 |
. |
| phosphate_WOA_clim |
0.08 |
. |
| O2 |
0.07 |
. |
| salinity_WOA_clim |
0.06 |
. |
| CHL |
0.06 |
. |
| oxygen_WOA_clim |
0.04 |
. |
| Si |
0.03 |
. |
| conductivity_WOA_clim |
. |
. |
KOK1606 pro1
alpha coefficients
| nitrate_WOA_clim |
1 |
-6.542 |
| northward_wind |
1 |
-0.25 |
| par_3 |
0.97 |
0.123 |
| Fe |
0.97 |
0.317 |
| par_6 |
0.94 |
0.03 |
| sss_cruise |
0.91 |
0.219 |
| sst_cruise |
0.85 |
0.722 |
| surface_downward_eastward_stress |
0.84 |
0.071 |
| ugos |
0.83 |
-0.319 |
| par_9 |
0.8 |
0.025 |
| par_12 |
0.73 |
. |
| par |
0.65 |
0.053 |
| sst |
0.59 |
-0.884 |
| sss |
0.57 |
0.639 |
| PO4 |
0.54 |
0.305 |
| ugosa |
0.53 |
0.312 |
| sla |
0.52 |
. |
| wind_speed |
0.51 |
-0.121 |
| density_WOA_clim |
0.42 |
-0.216 |
| o2sat_WOA_clim |
0.41 |
. |
| CHL |
0.34 |
0.876 |
| phosphate_WOA_clim |
0.32 |
0.675 |
| vgos |
0.32 |
0.024 |
| wind_stress |
0.29 |
. |
| PP |
0.23 |
0.003 |
| vgosa |
0.21 |
. |
| eastward_wind |
0.17 |
. |
| NO3 |
0.16 |
. |
| surface_downward_northward_stress |
0.16 |
. |
| O2 |
0.14 |
. |
| oxygen_WOA_clim |
0.12 |
. |
| silicate_WOA_clim |
0.09 |
. |
| salinity_WOA_clim |
0.08 |
. |
| AOU_WOA_clim |
0.07 |
. |
| PHYC |
0.07 |
. |
| Si |
0.02 |
. |
| conductivity_WOA_clim |
. |
. |
KOK1606 syn
alpha coefficients
| Fe |
1 |
-0.74 |
| o2sat_WOA_clim |
0.98 |
-1 |
| ugos |
0.96 |
0.814 |
| PHYC |
0.88 |
2.372 |
| sla |
0.87 |
0.205 |
| par_6 |
0.83 |
0.023 |
| par_9 |
0.82 |
0.093 |
| sst_cruise |
0.8 |
-0.934 |
| nitrate_WOA_clim |
0.78 |
0.233 |
| eastward_wind |
0.77 |
-0.453 |
| par |
0.68 |
0.073 |
| par_3 |
0.63 |
0.056 |
| par_12 |
0.61 |
-0.082 |
| vgosa |
0.58 |
0.014 |
| surface_downward_northward_stress |
0.52 |
-0.026 |
| northward_wind |
0.51 |
-0.067 |
| wind_speed |
0.48 |
0.003 |
| PP |
0.33 |
. |
| PO4 |
0.32 |
-0.275 |
| wind_stress |
0.31 |
0.166 |
| sss_cruise |
0.28 |
. |
| ugosa |
0.28 |
-0.534 |
| phosphate_WOA_clim |
0.19 |
-0.09 |
| surface_downward_eastward_stress |
0.19 |
. |
| oxygen_WOA_clim |
0.15 |
0.308 |
| sss |
0.13 |
0.065 |
| AOU_WOA_clim |
0.12 |
. |
| sst |
0.12 |
. |
| silicate_WOA_clim |
0.11 |
-0.229 |
| NO3 |
0.11 |
. |
| vgos |
0.11 |
. |
| Si |
0.1 |
. |
| density_WOA_clim |
0.07 |
. |
| salinity_WOA_clim |
0.05 |
. |
| CHL |
0.04 |
. |
| O2 |
0.03 |
. |
| conductivity_WOA_clim |
. |
. |
KOK1607 rest2_
alpha coefficients
| density_WOA_clim |
0.033 |
. |
| sss_cruise |
0.022 |
. |
| par_3 |
0.022 |
. |
| phosphate_WOA_clim |
0.011 |
. |
| par |
0.011 |
. |
| par_9 |
0.011 |
. |
| sst |
0.011 |
. |
| wind_stress |
0.011 |
. |
| AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
| par_6 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1607 bg
alpha coefficients
| par_9 |
0.033 |
. |
| sss_cruise |
0.022 |
. |
| par_12 |
0.022 |
. |
| northward_wind |
0.022 |
. |
| density_WOA_clim |
0.011 |
. |
| conductivity_WOA_clim |
0.011 |
. |
| par |
0.011 |
. |
| par_3 |
0.011 |
. |
| par_6 |
0.011 |
. |
| sst |
0.011 |
. |
| Fe |
0.011 |
. |
| vgosa |
0.011 |
. |
| vgos |
0.011 |
. |
| ugosa |
0.011 |
. |
| wind_stress |
0.011 |
. |
| surface_downward_northward_stress |
0.011 |
. |
| AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| PP |
. |
. |
| sla |
. |
. |
| ugos |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| sss |
. |
. |
KOK1607 pico2_1
alpha coefficients
| par_3 |
0.163 |
. |
| par_9 |
0.163 |
. |
| par_6 |
0.12 |
. |
| par_12 |
0.109 |
. |
| par |
0.098 |
. |
| sst_cruise |
0.087 |
. |
| wind_stress |
0.087 |
. |
| wind_speed |
0.054 |
. |
| conductivity_WOA_clim |
0.043 |
. |
| sss_cruise |
0.043 |
. |
| surface_downward_eastward_stress |
0.043 |
. |
| surface_downward_northward_stress |
0.043 |
. |
| density_WOA_clim |
0.022 |
. |
| sst |
0.022 |
. |
| AOU_WOA_clim |
0.011 |
. |
| o2sat_WOA_clim |
0.011 |
. |
| oxygen_WOA_clim |
0.011 |
. |
| salinity_WOA_clim |
0.011 |
. |
| PHYC |
0.011 |
. |
| PO4 |
0.011 |
. |
| O2 |
0.011 |
. |
| Fe |
0.011 |
. |
| vgosa |
0.011 |
. |
| vgos |
0.011 |
. |
| ugosa |
0.011 |
. |
| eastward_wind |
0.011 |
. |
| northward_wind |
0.011 |
. |
| sss |
0.011 |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PP |
. |
. |
| sla |
. |
. |
| ugos |
. |
. |
KOK1607 pico1_
alpha coefficients
| wind_stress |
0.109 |
. |
| surface_downward_northward_stress |
0.098 |
. |
| phosphate_WOA_clim |
0.054 |
. |
| density_WOA_clim |
0.043 |
. |
| salinity_WOA_clim |
0.043 |
. |
| par |
0.043 |
. |
| par_3 |
0.033 |
. |
| par_12 |
0.033 |
. |
| vgosa |
0.033 |
. |
| sss_cruise |
0.022 |
. |
| sst_cruise |
0.022 |
. |
| northward_wind |
0.022 |
. |
| AOU_WOA_clim |
0.011 |
. |
| oxygen_WOA_clim |
0.011 |
. |
| par_6 |
0.011 |
. |
| sla |
0.011 |
. |
| ugosa |
0.011 |
. |
| ugos |
0.011 |
. |
| eastward_wind |
0.011 |
. |
| surface_downward_eastward_stress |
0.011 |
. |
| o2sat_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| par_9 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgos |
. |
. |
| wind_speed |
. |
. |
| sss |
. |
. |
KOK1607 bead
alpha coefficients
| sst_cruise |
0.054 |
. |
| par_9 |
0.043 |
. |
| par_12 |
0.033 |
. |
| conductivity_WOA_clim |
0.022 |
. |
| par |
0.022 |
. |
| wind_stress |
0.022 |
. |
| density_WOA_clim |
0.011 |
. |
| oxygen_WOA_clim |
0.011 |
. |
| nitrate_WOA_clim |
0.011 |
. |
| sss_cruise |
0.011 |
. |
| par_3 |
0.011 |
. |
| PHYC |
0.011 |
. |
| vgosa |
0.011 |
. |
| ugosa |
0.011 |
. |
| surface_downward_eastward_stress |
0.011 |
. |
| AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| par_6 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugos |
. |
. |
| eastward_wind |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1607 rest1_1
alpha coefficients
| par_6 |
0.152 |
. |
| par_3 |
0.141 |
. |
| conductivity_WOA_clim |
0.12 |
. |
| par_9 |
0.12 |
. |
| wind_speed |
0.12 |
. |
| surface_downward_eastward_stress |
0.109 |
. |
| par_12 |
0.076 |
. |
| sss_cruise |
0.054 |
. |
| wind_stress |
0.043 |
. |
| salinity_WOA_clim |
0.033 |
. |
| par |
0.033 |
. |
| vgosa |
0.033 |
. |
| vgos |
0.033 |
. |
| ugos |
0.033 |
. |
| density_WOA_clim |
0.022 |
. |
| sst_cruise |
0.022 |
. |
| ugosa |
0.022 |
. |
| AOU_WOA_clim |
0.011 |
. |
| oxygen_WOA_clim |
0.011 |
. |
| phosphate_WOA_clim |
0.011 |
. |
| Si |
0.011 |
. |
| Fe |
0.011 |
. |
| surface_downward_northward_stress |
0.011 |
. |
| northward_wind |
0.011 |
. |
| sss |
0.011 |
. |
| o2sat_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| sla |
. |
. |
| eastward_wind |
. |
. |
KOK1607 rest1_2
alpha coefficients
| density_WOA_clim |
0.098 |
. |
| par_9 |
0.076 |
. |
| par |
0.065 |
. |
| eastward_wind |
0.043 |
. |
| conductivity_WOA_clim |
0.022 |
. |
| sst_cruise |
0.022 |
. |
| surface_downward_northward_stress |
0.022 |
. |
| salinity_WOA_clim |
0.011 |
. |
| sss_cruise |
0.011 |
. |
| par_3 |
0.011 |
. |
| par_12 |
0.011 |
. |
| CHL |
0.011 |
. |
| PHYC |
0.011 |
. |
| vgosa |
0.011 |
. |
| ugosa |
0.011 |
. |
| wind_stress |
0.011 |
. |
| wind_speed |
0.011 |
. |
| sss |
0.011 |
. |
| AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| par_6 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugos |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| northward_wind |
. |
. |
KOK1607 small
alpha coefficients
| par |
0.098 |
. |
| par_9 |
0.098 |
. |
| par_3 |
0.076 |
. |
| par_12 |
0.065 |
. |
| density_WOA_clim |
0.043 |
. |
| ugosa |
0.033 |
. |
| sss_cruise |
0.022 |
. |
| ugos |
0.022 |
. |
| wind_stress |
0.022 |
. |
| eastward_wind |
0.022 |
. |
| AOU_WOA_clim |
0.011 |
. |
| o2sat_WOA_clim |
0.011 |
. |
| oxygen_WOA_clim |
0.011 |
. |
| salinity_WOA_clim |
0.011 |
. |
| conductivity_WOA_clim |
0.011 |
. |
| phosphate_WOA_clim |
0.011 |
. |
| par_6 |
0.011 |
. |
| PHYC |
0.011 |
. |
| vgosa |
0.011 |
. |
| wind_speed |
0.011 |
. |
| surface_downward_northward_stress |
0.011 |
. |
| sss |
0.011 |
. |
| nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| northward_wind |
. |
. |
KOK1607 syn
alpha coefficients
| surface_downward_northward_stress |
0.109 |
. |
| salinity_WOA_clim |
0.087 |
. |
| phosphate_WOA_clim |
0.054 |
. |
| density_WOA_clim |
0.033 |
. |
| ugosa |
0.022 |
. |
| ugos |
0.022 |
. |
| wind_stress |
0.022 |
. |
| eastward_wind |
0.022 |
. |
| par_12 |
0.011 |
. |
| surface_downward_eastward_stress |
0.011 |
. |
| AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par |
. |
. |
| par_3 |
. |
. |
| par_6 |
. |
. |
| par_9 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| wind_speed |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1607 pro1
alpha coefficients
| par_12 |
0.098 |
. |
| par |
0.076 |
. |
| par_3 |
0.076 |
. |
| vgosa |
0.076 |
. |
| sss_cruise |
0.065 |
. |
| par_6 |
0.065 |
. |
| par_9 |
0.065 |
. |
| surface_downward_eastward_stress |
0.065 |
. |
| vgos |
0.054 |
. |
| eastward_wind |
0.054 |
. |
| conductivity_WOA_clim |
0.033 |
. |
| sst_cruise |
0.033 |
. |
| northward_wind |
0.033 |
. |
| Si |
0.022 |
. |
| ugosa |
0.022 |
. |
| PO4 |
0.011 |
. |
| O2 |
0.011 |
. |
| ugos |
0.011 |
. |
| surface_downward_northward_stress |
0.011 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| sla |
. |
. |
| wind_stress |
. |
. |
| wind_speed |
. |
. |
| sss |
. |
. |
KOK1608 pico2_2
alpha coefficients
| par_3 |
0.37 |
. |
| par_9 |
0.23 |
. |
| par_6 |
0.2 |
. |
| Si |
0.17 |
. |
| par |
0.15 |
. |
| par_12 |
0.13 |
. |
| vgos |
0.13 |
. |
| northward_wind |
0.13 |
. |
| surface_downward_northward_stress |
0.09 |
. |
| silicate_WOA_clim |
0.08 |
. |
| wind_stress |
0.07 |
. |
| sss |
0.06 |
. |
| eastward_wind |
0.05 |
. |
| o2sat_WOA_clim |
0.04 |
. |
| sss_cruise |
0.04 |
. |
| ugosa |
0.04 |
. |
| surface_downward_eastward_stress |
0.04 |
. |
| AOU_WOA_clim |
0.03 |
. |
| sst_cruise |
0.03 |
. |
| O2 |
0.03 |
. |
| Fe |
0.03 |
. |
| CHL |
0.02 |
. |
| PHYC |
0.01 |
. |
| PO4 |
0.01 |
. |
| vgosa |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| sla |
. |
. |
| ugos |
. |
. |
| wind_speed |
. |
. |
KOK1608 croco
alpha coefficients
| par_9 |
0.38 |
. |
| northward_wind |
0.38 |
. |
| vgos |
0.15 |
. |
| par_6 |
0.13 |
. |
| par_12 |
0.12 |
. |
| par_3 |
0.11 |
. |
| o2sat_WOA_clim |
0.1 |
. |
| sss |
0.1 |
. |
| sst_cruise |
0.06 |
. |
| Si |
0.06 |
. |
| par |
0.05 |
. |
| wind_stress |
0.05 |
. |
| surface_downward_northward_stress |
0.05 |
. |
| sss_cruise |
0.03 |
. |
| CHL |
0.03 |
. |
| Fe |
0.03 |
. |
| AOU_WOA_clim |
0.02 |
. |
| O2 |
0.02 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| PO4 |
0.01 |
. |
| vgosa |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| eastward_wind |
. |
. |
| wind_speed |
. |
. |
KOK1608 pico1_
alpha coefficients
| surface_downward_northward_stress |
0.28 |
. |
| wind_stress |
0.24 |
. |
| sss_cruise |
0.15 |
. |
| sss |
0.13 |
. |
| vgos |
0.11 |
. |
| surface_downward_eastward_stress |
0.08 |
. |
| par_9 |
0.07 |
. |
| eastward_wind |
0.06 |
. |
| par |
0.05 |
. |
| Si |
0.04 |
. |
| ugosa |
0.04 |
. |
| northward_wind |
0.04 |
. |
| par_3 |
0.03 |
. |
| par_6 |
0.03 |
. |
| par_12 |
0.02 |
. |
| PHYC |
0.02 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| sst_cruise |
0.01 |
. |
| Fe |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| sla |
. |
. |
| ugos |
. |
. |
| wind_speed |
. |
. |
KOK1608 bead
alpha coefficients
| par_6 |
0.11 |
. |
| wind_stress |
0.11 |
. |
| par_9 |
0.1 |
. |
| surface_downward_eastward_stress |
0.07 |
. |
| eastward_wind |
0.06 |
. |
| sss |
0.06 |
. |
| sss_cruise |
0.05 |
. |
| par_3 |
0.05 |
. |
| surface_downward_northward_stress |
0.04 |
. |
| par |
0.03 |
. |
| par_12 |
0.03 |
. |
| northward_wind |
0.03 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| vgos |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| sst_cruise |
0.01 |
. |
| Si |
0.01 |
. |
| CHL |
0.01 |
. |
| PO4 |
0.01 |
. |
| O2 |
0.01 |
. |
| ugosa |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| sla |
. |
. |
| ugos |
. |
. |
| wind_speed |
. |
. |
KOK1608 pico2_1
alpha coefficients
| par_6 |
0.29 |
. |
| par_3 |
0.22 |
. |
| Si |
0.14 |
. |
| par_9 |
0.11 |
. |
| sss_cruise |
0.07 |
. |
| par_12 |
0.07 |
. |
| wind_stress |
0.07 |
. |
| sss |
0.07 |
. |
| par |
0.05 |
. |
| vgos |
0.05 |
. |
| surface_downward_northward_stress |
0.05 |
. |
| northward_wind |
0.04 |
. |
| eastward_wind |
0.03 |
. |
| surface_downward_eastward_stress |
0.03 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| silicate_WOA_clim |
0.02 |
. |
| Fe |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| phosphate_WOA_clim |
0.01 |
. |
| sst_cruise |
0.01 |
. |
| PO4 |
0.01 |
. |
| ugosa |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| sla |
. |
. |
| ugos |
. |
. |
| wind_speed |
. |
. |
KOK1608 rest1_1
alpha coefficients
| par_3 |
0.2 |
. |
| eastward_wind |
0.16 |
. |
| par_6 |
0.14 |
. |
| par_9 |
0.12 |
. |
| par |
0.1 |
. |
| sss |
0.09 |
. |
| sss_cruise |
0.06 |
. |
| sst_cruise |
0.05 |
. |
| silicate_WOA_clim |
0.03 |
. |
| PHYC |
0.03 |
. |
| surface_downward_northward_stress |
0.03 |
. |
| northward_wind |
0.03 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| par_12 |
0.02 |
. |
| CHL |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| PO4 |
0.01 |
. |
| vgos |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| wind_speed |
. |
. |
KOK1608 rest1_2
alpha coefficients
| surface_downward_northward_stress |
0.13 |
. |
| par_3 |
0.12 |
. |
| wind_stress |
0.09 |
. |
| sss |
0.09 |
. |
| par_6 |
0.07 |
. |
| Si |
0.07 |
. |
| sss_cruise |
0.06 |
. |
| par |
0.06 |
. |
| o2sat_WOA_clim |
0.05 |
. |
| sst_cruise |
0.05 |
. |
| par_9 |
0.05 |
. |
| vgos |
0.05 |
. |
| eastward_wind |
0.05 |
. |
| par_12 |
0.04 |
. |
| northward_wind |
0.04 |
. |
| silicate_WOA_clim |
0.02 |
. |
| ugosa |
0.02 |
. |
| CHL |
0.01 |
. |
| PHYC |
0.01 |
. |
| Fe |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| sla |
. |
. |
| ugos |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
KOK1608 bg
alpha coefficients
| surface_downward_northward_stress |
0.3 |
. |
| par_3 |
0.14 |
. |
| wind_stress |
0.11 |
. |
| par_9 |
0.1 |
. |
| sss |
0.09 |
. |
| par_6 |
0.08 |
. |
| Si |
0.07 |
. |
| vgos |
0.06 |
. |
| northward_wind |
0.06 |
. |
| par_12 |
0.05 |
. |
| par |
0.04 |
. |
| o2sat_WOA_clim |
0.03 |
. |
| sss_cruise |
0.03 |
. |
| sst_cruise |
0.02 |
. |
| PHYC |
0.02 |
. |
| ugosa |
0.02 |
. |
| eastward_wind |
0.02 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
| silicate_WOA_clim |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| sla |
. |
. |
| ugos |
. |
. |
| wind_speed |
. |
. |
KOK1608 rest2_
alpha coefficients
| par_6 |
0.19 |
. |
| surface_downward_northward_stress |
0.17 |
. |
| northward_wind |
0.13 |
. |
| sss |
0.1 |
. |
| par_3 |
0.09 |
. |
| Si |
0.08 |
. |
| vgos |
0.07 |
. |
| par_9 |
0.06 |
. |
| wind_stress |
0.06 |
. |
| sss_cruise |
0.04 |
. |
| o2sat_WOA_clim |
0.03 |
. |
| sst_cruise |
0.03 |
. |
| par |
0.03 |
. |
| silicate_WOA_clim |
0.02 |
. |
| ugosa |
0.02 |
. |
| eastward_wind |
0.02 |
. |
| par_12 |
0.01 |
. |
| Fe |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| sla |
. |
. |
| ugos |
. |
. |
| wind_speed |
. |
. |
KOK1608 pro1
alpha coefficients
| par_9 |
0.23 |
. |
| par_6 |
0.22 |
. |
| sss |
0.17 |
. |
| northward_wind |
0.13 |
. |
| sss_cruise |
0.09 |
. |
| par |
0.06 |
. |
| par_12 |
0.05 |
. |
| par_3 |
0.04 |
. |
| Si |
0.04 |
. |
| o2sat_WOA_clim |
0.03 |
. |
| vgos |
0.02 |
. |
| eastward_wind |
0.02 |
. |
| surface_downward_northward_stress |
0.02 |
. |
| silicate_WOA_clim |
0.01 |
. |
| sst_cruise |
0.01 |
. |
| CHL |
0.01 |
. |
| PHYC |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| wind_speed |
. |
. |
KOK1609 pico1_
alpha coefficients
| par_3 |
0.66 |
0.478 |
| par_9 |
0.64 |
0.215 |
| par_12 |
0.59 |
0.226 |
| ugosa |
0.54 |
0.53 |
| par |
0.49 |
0.052 |
| par_6 |
0.44 |
. |
| nitrate_WOA_clim |
0.4 |
-6.694 |
| sst_cruise |
0.4 |
0.366 |
| vgosa |
0.39 |
0.086 |
| surface_downward_northward_stress |
0.36 |
-0.089 |
| CHL |
0.33 |
. |
| sss_cruise |
0.27 |
. |
| northward_wind |
0.25 |
. |
| conductivity_WOA_clim |
0.19 |
. |
| ugos |
0.19 |
. |
| wind_stress |
0.14 |
. |
| PO4 |
0.13 |
. |
| sss |
0.12 |
. |
| eastward_wind |
0.1 |
. |
| o2sat_WOA_clim |
0.08 |
. |
| wind_speed |
0.08 |
. |
| Si |
0.06 |
. |
| AOU_WOA_clim |
0.04 |
. |
| vgos |
0.04 |
. |
| oxygen_WOA_clim |
0.03 |
. |
| sst |
0.03 |
. |
| sla |
0.03 |
. |
| Fe |
0.02 |
. |
| PP |
0.02 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| phosphate_WOA_clim |
0.01 |
. |
| PHYC |
0.01 |
. |
| O2 |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
KOK1609 rest1_2
alpha coefficients
| par_9 |
0.31 |
. |
| par |
0.27 |
-0.09 |
| par_6 |
0.25 |
. |
| par_3 |
0.21 |
. |
| nitrate_WOA_clim |
0.2 |
. |
| par_12 |
0.18 |
. |
| ugosa |
0.18 |
. |
| sss_cruise |
0.17 |
. |
| CHL |
0.17 |
. |
| ugos |
0.13 |
0.088 |
| sst_cruise |
0.12 |
. |
| wind_speed |
0.11 |
. |
| eastward_wind |
0.08 |
0.049 |
| surface_downward_northward_stress |
0.08 |
. |
| vgos |
0.06 |
. |
| conductivity_WOA_clim |
0.05 |
. |
| O2 |
0.05 |
. |
| northward_wind |
0.05 |
. |
| Si |
0.04 |
. |
| vgosa |
0.04 |
. |
| wind_stress |
0.04 |
. |
| silicate_WOA_clim |
0.02 |
. |
| PHYC |
0.02 |
. |
| PO4 |
0.02 |
. |
| sst |
0.02 |
. |
| PP |
0.02 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| density_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| Fe |
. |
. |
| sla |
. |
. |
| sss |
. |
. |
KOK1609 pico2_1
alpha coefficients
| ugosa |
0.47 |
-0.231 |
| par_6 |
0.41 |
0.088 |
| nitrate_WOA_clim |
0.38 |
-1.674 |
| surface_downward_northward_stress |
0.31 |
0.02 |
| CHL |
0.3 |
2.333 |
| par_3 |
0.28 |
. |
| par_12 |
0.28 |
. |
| sss_cruise |
0.23 |
. |
| par |
0.23 |
. |
| Si |
0.21 |
. |
| PO4 |
0.19 |
0.403 |
| par_9 |
0.17 |
. |
| conductivity_WOA_clim |
0.16 |
. |
| vgosa |
0.15 |
. |
| wind_speed |
0.15 |
. |
| eastward_wind |
0.11 |
. |
| O2 |
0.09 |
. |
| o2sat_WOA_clim |
0.07 |
. |
| ugos |
0.06 |
. |
| sst_cruise |
0.05 |
. |
| vgos |
0.04 |
. |
| northward_wind |
0.04 |
. |
| AOU_WOA_clim |
0.03 |
. |
| surface_downward_eastward_stress |
0.03 |
. |
| sss |
0.03 |
. |
| silicate_WOA_clim |
0.02 |
. |
| wind_stress |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| phosphate_WOA_clim |
0.01 |
. |
| PHYC |
0.01 |
. |
| sst |
0.01 |
. |
| PP |
0.01 |
. |
| NO3 |
. |
. |
| Fe |
. |
. |
| sla |
. |
. |
KOK1609 croco
alpha coefficients
| par_3 |
0.7 |
0.69 |
| CHL |
0.59 |
55.727 |
| par_12 |
0.55 |
0.255 |
| conductivity_WOA_clim |
0.44 |
-6.874 |
| par |
0.44 |
0.074 |
| par_9 |
0.44 |
0.174 |
| northward_wind |
0.43 |
0.16 |
| sss_cruise |
0.36 |
. |
| par_6 |
0.35 |
. |
| wind_stress |
0.33 |
0.211 |
| ugosa |
0.31 |
. |
| vgosa |
0.28 |
. |
| nitrate_WOA_clim |
0.27 |
. |
| eastward_wind |
0.25 |
. |
| PO4 |
0.24 |
-0.129 |
| ugos |
0.21 |
. |
| sst |
0.16 |
. |
| o2sat_WOA_clim |
0.14 |
. |
| sst_cruise |
0.12 |
. |
| AOU_WOA_clim |
0.11 |
. |
| phosphate_WOA_clim |
0.09 |
. |
| surface_downward_northward_stress |
0.09 |
. |
| oxygen_WOA_clim |
0.08 |
. |
| vgos |
0.08 |
. |
| surface_downward_eastward_stress |
0.08 |
. |
| wind_speed |
0.06 |
. |
| density_WOA_clim |
0.04 |
. |
| salinity_WOA_clim |
0.03 |
. |
| PP |
0.03 |
. |
| sss |
0.03 |
. |
| Si |
0.02 |
. |
| Fe |
0.02 |
. |
| silicate_WOA_clim |
0.01 |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| sla |
. |
. |
KOK1609 syn
alpha coefficients
| CHL |
0.32 |
-10.723 |
| sss_cruise |
0.29 |
-1.46 |
| par_3 |
0.25 |
. |
| surface_downward_northward_stress |
0.24 |
. |
| ugosa |
0.2 |
. |
| par_9 |
0.19 |
. |
| par_12 |
0.18 |
. |
| wind_stress |
0.16 |
0.266 |
| wind_speed |
0.16 |
. |
| nitrate_WOA_clim |
0.12 |
. |
| par_6 |
0.12 |
. |
| conductivity_WOA_clim |
0.1 |
. |
| o2sat_WOA_clim |
0.08 |
. |
| par |
0.07 |
. |
| Si |
0.07 |
. |
| surface_downward_eastward_stress |
0.06 |
. |
| northward_wind |
0.06 |
. |
| oxygen_WOA_clim |
0.05 |
. |
| eastward_wind |
0.05 |
. |
| PO4 |
0.04 |
. |
| ugos |
0.04 |
. |
| AOU_WOA_clim |
0.03 |
. |
| phosphate_WOA_clim |
0.03 |
. |
| vgosa |
0.03 |
. |
| vgos |
0.03 |
. |
| sss |
0.03 |
. |
| sst_cruise |
0.02 |
. |
| O2 |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| sst |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| sla |
. |
. |
KOK1609 rest2_
alpha coefficients
| par_9 |
0.55 |
-0.01 |
| par_6 |
0.51 |
-0.066 |
| par |
0.25 |
-0.04 |
| par_3 |
0.25 |
-0.018 |
| CHL |
0.14 |
. |
| surface_downward_northward_stress |
0.13 |
. |
| sss_cruise |
0.11 |
. |
| PO4 |
0.11 |
. |
| nitrate_WOA_clim |
0.09 |
. |
| ugosa |
0.07 |
. |
| eastward_wind |
0.06 |
. |
| surface_downward_eastward_stress |
0.06 |
. |
| par_12 |
0.05 |
. |
| ugos |
0.05 |
. |
| Si |
0.03 |
. |
| vgosa |
0.03 |
. |
| wind_stress |
0.03 |
. |
| conductivity_WOA_clim |
0.02 |
. |
| PP |
0.02 |
. |
| northward_wind |
0.02 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| sst_cruise |
0.01 |
. |
| vgos |
0.01 |
. |
| wind_speed |
0.01 |
. |
| sss |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| sla |
. |
. |
KOK1609 pro1
alpha coefficients
| par_6 |
0.61 |
0.122 |
| sss_cruise |
0.6 |
4.08 |
| CHL |
0.58 |
-20.898 |
| par_12 |
0.57 |
-0.038 |
| par_3 |
0.56 |
0.146 |
| par_9 |
0.5 |
0.103 |
| nitrate_WOA_clim |
0.46 |
12.341 |
| par |
0.43 |
0.043 |
| ugosa |
0.38 |
0.015 |
| wind_speed |
0.32 |
-0.317 |
| Si |
0.31 |
-0.368 |
| wind_stress |
0.31 |
. |
| conductivity_WOA_clim |
0.29 |
. |
| sss |
0.29 |
0.282 |
| ugos |
0.23 |
0.291 |
| surface_downward_northward_stress |
0.19 |
-0.017 |
| vgosa |
0.16 |
. |
| o2sat_WOA_clim |
0.15 |
. |
| northward_wind |
0.11 |
0 |
| vgos |
0.09 |
. |
| surface_downward_eastward_stress |
0.09 |
. |
| eastward_wind |
0.08 |
. |
| oxygen_WOA_clim |
0.04 |
. |
| sst_cruise |
0.04 |
. |
| PO4 |
0.04 |
. |
| AOU_WOA_clim |
0.03 |
. |
| phosphate_WOA_clim |
0.02 |
. |
| O2 |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| PHYC |
0.01 |
. |
| sst |
0.01 |
. |
| Fe |
0.01 |
. |
| PP |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| sla |
. |
. |
KOK1609 bg2
alpha coefficients
| par |
0.3 |
. |
| ugosa |
0.27 |
. |
| par_3 |
0.26 |
. |
| nitrate_WOA_clim |
0.24 |
. |
| sss_cruise |
0.22 |
-0.354 |
| par_6 |
0.22 |
. |
| wind_speed |
0.21 |
. |
| par_9 |
0.18 |
. |
| conductivity_WOA_clim |
0.11 |
. |
| Si |
0.11 |
. |
| CHL |
0.08 |
. |
| wind_stress |
0.08 |
. |
| par_12 |
0.07 |
. |
| vgosa |
0.07 |
. |
| ugos |
0.07 |
. |
| PO4 |
0.05 |
. |
| surface_downward_northward_stress |
0.05 |
. |
| o2sat_WOA_clim |
0.04 |
. |
| sst_cruise |
0.04 |
. |
| vgos |
0.03 |
. |
| eastward_wind |
0.03 |
. |
| O2 |
0.02 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| Fe |
0.01 |
. |
| PP |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| sss |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| sst |
. |
. |
| sla |
. |
. |
| northward_wind |
. |
. |
KOK1609 rest1_1
alpha coefficients
| par_9 |
0.34 |
-0.006 |
| par |
0.33 |
-0.049 |
| par_6 |
0.3 |
-0.019 |
| nitrate_WOA_clim |
0.27 |
2.595 |
| ugosa |
0.27 |
-0.009 |
| par_3 |
0.26 |
. |
| par_12 |
0.21 |
. |
| sst_cruise |
0.17 |
-0.245 |
| Si |
0.13 |
. |
| CHL |
0.13 |
. |
| vgosa |
0.09 |
. |
| ugos |
0.09 |
. |
| sss_cruise |
0.07 |
. |
| wind_stress |
0.07 |
. |
| eastward_wind |
0.07 |
. |
| northward_wind |
0.07 |
. |
| surface_downward_eastward_stress |
0.06 |
. |
| surface_downward_northward_stress |
0.06 |
. |
| sss |
0.06 |
. |
| conductivity_WOA_clim |
0.05 |
. |
| PO4 |
0.04 |
. |
| O2 |
0.04 |
. |
| wind_speed |
0.04 |
. |
| o2sat_WOA_clim |
0.03 |
. |
| vgos |
0.03 |
. |
| AOU_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| PHYC |
0.01 |
. |
| sst |
0.01 |
. |
| PP |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| Fe |
. |
. |
| sla |
. |
. |
KOK1609 bg1
alpha coefficients
| par_9 |
0.3 |
-0.002 |
| par_6 |
0.22 |
-0.033 |
| par |
0.19 |
. |
| nitrate_WOA_clim |
0.17 |
. |
| CHL |
0.17 |
. |
| sss_cruise |
0.16 |
. |
| wind_speed |
0.15 |
. |
| par_3 |
0.14 |
. |
| ugosa |
0.12 |
. |
| wind_stress |
0.12 |
. |
| par_12 |
0.11 |
. |
| PO4 |
0.1 |
. |
| conductivity_WOA_clim |
0.08 |
. |
| Si |
0.08 |
. |
| surface_downward_northward_stress |
0.07 |
. |
| ugos |
0.06 |
. |
| eastward_wind |
0.05 |
. |
| vgosa |
0.04 |
. |
| sst_cruise |
0.03 |
. |
| O2 |
0.03 |
. |
| vgos |
0.03 |
. |
| AOU_WOA_clim |
0.02 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
| sss |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| sst |
0.01 |
. |
| PP |
0.01 |
. |
| northward_wind |
0.01 |
. |
| salinity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| Fe |
. |
. |
| sla |
. |
. |
MGL1704 pico2_1
alpha coefficients
| par |
0.98 |
0.142 |
| Si |
0.97 |
1.393 |
| surface_downward_eastward_stress |
0.97 |
1.287 |
| par_9 |
0.94 |
0.139 |
| sla |
0.93 |
0.017 |
| par_6 |
0.91 |
-0.002 |
| eastward_wind |
0.90 |
-0.895 |
| northward_wind |
0.90 |
0.543 |
| ugosa |
0.89 |
0.533 |
| vgos |
0.88 |
0.23 |
| silicate_WOA_clim |
0.85 |
-1.349 |
| o2sat_WOA_clim |
0.83 |
0.493 |
| sss_cruise |
0.82 |
0.001 |
| par_3 |
0.81 |
0.019 |
| CHL |
0.79 |
-3.856 |
| par_12 |
0.77 |
. |
| sst_cruise |
0.75 |
-0.567 |
| surface_downward_northward_stress |
0.75 |
-0.412 |
| sss |
0.75 |
0.954 |
| wind_speed |
0.69 |
-0.086 |
| sst |
0.67 |
0.554 |
| ugos |
0.62 |
-0.475 |
| nitrate_WOA_clim |
0.59 |
0.455 |
| PP |
0.58 |
0.181 |
| Fe |
0.57 |
0.179 |
| PO4 |
0.50 |
0.165 |
| PHYC |
0.48 |
-0.427 |
| O2 |
0.46 |
0.411 |
| wind_stress |
0.44 |
0.006 |
| vgosa |
0.42 |
. |
| AOU_WOA_clim |
0.41 |
-0.004 |
| density_WOA_clim |
0.40 |
. |
| salinity_WOA_clim |
0.22 |
. |
| phosphate_WOA_clim |
0.21 |
. |
| NO3 |
0.10 |
. |
| conductivity_WOA_clim |
0.09 |
. |
| oxygen_WOA_clim |
0.08 |
. |
MGL1704 bg2
alpha coefficients
| northward_wind |
0.84 |
0.281 |
| par_12 |
0.82 |
-0.166 |
| sss_cruise |
0.78 |
-0.015 |
| sla |
0.78 |
0.031 |
| par_3 |
0.76 |
-0.087 |
| par_6 |
0.71 |
-0.106 |
| silicate_WOA_clim |
0.7 |
-0.28 |
| par |
0.69 |
0.008 |
| ugosa |
0.69 |
0.432 |
| Fe |
0.68 |
-0.235 |
| par_9 |
0.66 |
0.029 |
| CHL |
0.65 |
3.836 |
| Si |
0.64 |
. |
| PP |
0.64 |
0.258 |
| wind_speed |
0.64 |
. |
| density_WOA_clim |
0.63 |
-0.507 |
| eastward_wind |
0.61 |
. |
| surface_downward_eastward_stress |
0.56 |
0.028 |
| sst_cruise |
0.55 |
0.837 |
| surface_downward_northward_stress |
0.54 |
-0.151 |
| vgos |
0.48 |
. |
| o2sat_WOA_clim |
0.47 |
-0.001 |
| salinity_WOA_clim |
0.41 |
-0.915 |
| ugos |
0.41 |
-0.307 |
| phosphate_WOA_clim |
0.36 |
0.034 |
| sst |
0.36 |
-0.017 |
| sss |
0.36 |
. |
| nitrate_WOA_clim |
0.35 |
0.069 |
| wind_stress |
0.32 |
. |
| AOU_WOA_clim |
0.3 |
0.028 |
| vgosa |
0.26 |
. |
| PO4 |
0.25 |
. |
| O2 |
0.14 |
. |
| NO3 |
0.07 |
. |
| PHYC |
0.05 |
. |
| conductivity_WOA_clim |
0.02 |
. |
| oxygen_WOA_clim |
. |
. |
MGL1704 syn
alpha coefficients
| nitrate_WOA_clim |
1 |
-2.264 |
| sla |
1 |
-1.198 |
| wind_stress |
0.97 |
-0.825 |
| Si |
0.95 |
3.82 |
| northward_wind |
0.94 |
-0.374 |
| par_9 |
0.92 |
0.118 |
| ugos |
0.9 |
0.224 |
| surface_downward_eastward_stress |
0.89 |
-0.565 |
| par |
0.87 |
0.144 |
| par_12 |
0.86 |
0.066 |
| par_6 |
0.8 |
0.047 |
| par_3 |
0.74 |
-0.032 |
| sst_cruise |
0.73 |
-0.415 |
| wind_speed |
0.67 |
0.554 |
| silicate_WOA_clim |
0.59 |
-0.157 |
| vgosa |
0.58 |
0.044 |
| PP |
0.57 |
-0.363 |
| sss |
0.56 |
-0.986 |
| sss_cruise |
0.54 |
0.044 |
| Fe |
0.51 |
-0.055 |
| o2sat_WOA_clim |
0.5 |
. |
| surface_downward_northward_stress |
0.5 |
. |
| vgos |
0.38 |
. |
| eastward_wind |
0.32 |
0.089 |
| salinity_WOA_clim |
0.3 |
0.223 |
| sst |
0.24 |
. |
| CHL |
0.23 |
. |
| ugosa |
0.22 |
. |
| AOU_WOA_clim |
0.21 |
0.02 |
| phosphate_WOA_clim |
0.14 |
. |
| PO4 |
0.12 |
. |
| NO3 |
0.11 |
. |
| oxygen_WOA_clim |
0.08 |
. |
| O2 |
0.08 |
. |
| conductivity_WOA_clim |
0.02 |
. |
| PHYC |
0.02 |
. |
| density_WOA_clim |
. |
. |
MGL1704 rest1_1
alpha coefficients
| par_3 |
0.89 |
-0.087 |
| par |
0.79 |
-0.046 |
| wind_speed |
0.79 |
0.054 |
| sss_cruise |
0.76 |
0.137 |
| sla |
0.75 |
-0.148 |
| northward_wind |
0.68 |
0.001 |
| Si |
0.61 |
-0.226 |
| density_WOA_clim |
0.6 |
0.107 |
| Fe |
0.6 |
-0.026 |
| surface_downward_northward_stress |
0.59 |
0.164 |
| par_12 |
0.58 |
. |
| ugosa |
0.58 |
-0.197 |
| silicate_WOA_clim |
0.57 |
0.157 |
| par_9 |
0.56 |
-0.022 |
| o2sat_WOA_clim |
0.53 |
. |
| par_6 |
0.53 |
0.002 |
| ugos |
0.52 |
0.207 |
| CHL |
0.51 |
. |
| eastward_wind |
0.46 |
-0.019 |
| vgos |
0.45 |
0.009 |
| AOU_WOA_clim |
0.4 |
. |
| vgosa |
0.4 |
. |
| PP |
0.38 |
. |
| PO4 |
0.36 |
. |
| sst_cruise |
0.35 |
. |
| salinity_WOA_clim |
0.3 |
. |
| nitrate_WOA_clim |
0.3 |
. |
| surface_downward_eastward_stress |
0.27 |
. |
| O2 |
0.24 |
0.037 |
| wind_stress |
0.23 |
-0.01 |
| sss |
0.15 |
. |
| sst |
0.13 |
0.012 |
| phosphate_WOA_clim |
0.07 |
. |
| NO3 |
0.07 |
. |
| PHYC |
0.05 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
MGL1704 bg1
alpha coefficients
| silicate_WOA_clim |
0.89 |
0.814 |
| o2sat_WOA_clim |
0.87 |
-0.132 |
| par_6 |
0.84 |
-0.1 |
| sss_cruise |
0.77 |
-0.001 |
| Si |
0.74 |
-1.038 |
| CHL |
0.73 |
2.397 |
| par_3 |
0.64 |
-0.019 |
| AOU_WOA_clim |
0.54 |
0.021 |
| eastward_wind |
0.53 |
0.003 |
| par_9 |
0.51 |
-0.005 |
| sla |
0.5 |
-0.085 |
| northward_wind |
0.49 |
. |
| Fe |
0.47 |
-0.129 |
| wind_speed |
0.47 |
0.023 |
| par_12 |
0.46 |
. |
| PP |
0.37 |
0.02 |
| par |
0.36 |
. |
| vgos |
0.33 |
. |
| ugos |
0.32 |
. |
| nitrate_WOA_clim |
0.3 |
. |
| PO4 |
0.28 |
0.001 |
| density_WOA_clim |
0.27 |
0.023 |
| ugosa |
0.24 |
. |
| surface_downward_northward_stress |
0.2 |
. |
| sst_cruise |
0.18 |
. |
| O2 |
0.18 |
0.006 |
| wind_stress |
0.18 |
. |
| vgosa |
0.16 |
-0.026 |
| surface_downward_eastward_stress |
0.06 |
. |
| salinity_WOA_clim |
0.04 |
. |
| phosphate_WOA_clim |
0.04 |
. |
| sst |
0.04 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| sss |
0.01 |
. |
| conductivity_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
MGL1704 pico3_
alpha coefficients
| par_9 |
0.96 |
-0.209 |
| o2sat_WOA_clim |
0.94 |
0.97 |
| PP |
0.94 |
-1.081 |
| sss_cruise |
0.86 |
-0.025 |
| northward_wind |
0.85 |
0.329 |
| par |
0.77 |
-0.073 |
| silicate_WOA_clim |
0.73 |
-1.298 |
| par_3 |
0.72 |
-0.019 |
| par_6 |
0.71 |
0.04 |
| sla |
0.69 |
0.002 |
| par_12 |
0.65 |
. |
| vgosa |
0.65 |
-0.152 |
| ugosa |
0.65 |
-0.103 |
| wind_stress |
0.60 |
. |
| wind_speed |
0.60 |
-0.194 |
| density_WOA_clim |
0.59 |
-0.64 |
| AOU_WOA_clim |
0.57 |
-0.036 |
| PO4 |
0.57 |
-0.37 |
| ugos |
0.57 |
. |
| Si |
0.56 |
1.757 |
| CHL |
0.55 |
3.746 |
| eastward_wind |
0.50 |
. |
| surface_downward_northward_stress |
0.48 |
-0.216 |
| nitrate_WOA_clim |
0.45 |
. |
| sss |
0.42 |
0.285 |
| sst_cruise |
0.41 |
. |
| sst |
0.39 |
-0.465 |
| surface_downward_eastward_stress |
0.39 |
. |
| Fe |
0.32 |
. |
| vgos |
0.29 |
0.026 |
| NO3 |
0.24 |
-0.316 |
| phosphate_WOA_clim |
0.10 |
. |
| conductivity_WOA_clim |
0.07 |
. |
| salinity_WOA_clim |
0.05 |
. |
| PHYC |
0.05 |
. |
| O2 |
0.04 |
. |
| oxygen_WOA_clim |
0.03 |
. |
MGL1704 rest1_2
alpha coefficients
| sss_cruise |
0.97 |
0.132 |
| ugos |
0.96 |
0.215 |
| wind_speed |
0.94 |
0.145 |
| par_6 |
0.92 |
-0.156 |
| par_3 |
0.74 |
0.037 |
| par_9 |
0.74 |
. |
| vgos |
0.72 |
-0.167 |
| silicate_WOA_clim |
0.71 |
0.253 |
| nitrate_WOA_clim |
0.69 |
0.103 |
| Fe |
0.68 |
0.214 |
| Si |
0.65 |
0.885 |
| eastward_wind |
0.63 |
-0.073 |
| par |
0.62 |
. |
| surface_downward_eastward_stress |
0.62 |
-0.089 |
| surface_downward_northward_stress |
0.61 |
0.006 |
| par_12 |
0.60 |
-0.031 |
| sla |
0.60 |
-0.002 |
| ugosa |
0.59 |
-0.132 |
| CHL |
0.56 |
-0.005 |
| PP |
0.56 |
-0.237 |
| sss |
0.49 |
-0.186 |
| PO4 |
0.45 |
-0.512 |
| wind_stress |
0.37 |
. |
| northward_wind |
0.36 |
. |
| sst_cruise |
0.35 |
0.032 |
| AOU_WOA_clim |
0.34 |
-0.063 |
| vgosa |
0.32 |
. |
| salinity_WOA_clim |
0.29 |
-0.148 |
| sst |
0.25 |
. |
| o2sat_WOA_clim |
0.22 |
. |
| density_WOA_clim |
0.20 |
. |
| phosphate_WOA_clim |
0.20 |
. |
| oxygen_WOA_clim |
0.18 |
. |
| conductivity_WOA_clim |
0.12 |
. |
| PHYC |
0.08 |
. |
| O2 |
0.07 |
. |
| NO3 |
0.03 |
. |
MGL1704 rest2_
alpha coefficients
| par_9 |
0.98 |
-0.113 |
| wind_stress |
0.98 |
0.16 |
| sss_cruise |
0.96 |
0.074 |
| silicate_WOA_clim |
0.95 |
2.224 |
| northward_wind |
0.95 |
-0.152 |
| sst_cruise |
0.94 |
0.636 |
| par_3 |
0.89 |
0.118 |
| par_12 |
0.89 |
-0.071 |
| par |
0.88 |
-0.107 |
| sla |
0.88 |
0.122 |
| par_6 |
0.86 |
-0.16 |
| surface_downward_eastward_stress |
0.85 |
0.409 |
| sst |
0.83 |
0.81 |
| o2sat_WOA_clim |
0.8 |
0.342 |
| eastward_wind |
0.71 |
0.005 |
| vgosa |
0.7 |
-0.079 |
| AOU_WOA_clim |
0.66 |
-0.146 |
| surface_downward_northward_stress |
0.66 |
0.115 |
| Si |
0.63 |
-0.703 |
| Fe |
0.62 |
0.258 |
| vgos |
0.61 |
-0.277 |
| ugos |
0.58 |
0.045 |
| PP |
0.53 |
0.058 |
| PHYC |
0.44 |
0.436 |
| wind_speed |
0.41 |
-0.041 |
| density_WOA_clim |
0.4 |
. |
| ugosa |
0.39 |
. |
| CHL |
0.35 |
0.354 |
| phosphate_WOA_clim |
0.33 |
. |
| sss |
0.29 |
-0.049 |
| nitrate_WOA_clim |
0.25 |
0.001 |
| PO4 |
0.22 |
. |
| O2 |
0.15 |
. |
| salinity_WOA_clim |
0.14 |
-0.023 |
| oxygen_WOA_clim |
0.11 |
0.034 |
| conductivity_WOA_clim |
. |
. |
| NO3 |
. |
. |
MGL1704 pico1_
alpha coefficients
| par_9 |
0.94 |
0.31 |
| ugos |
0.94 |
-0.667 |
| par_12 |
0.92 |
0.018 |
| sss_cruise |
0.91 |
-0.128 |
| sla |
0.91 |
0.763 |
| o2sat_WOA_clim |
0.89 |
-1.972 |
| silicate_WOA_clim |
0.87 |
-2.949 |
| par |
0.85 |
0.101 |
| par_6 |
0.85 |
0.072 |
| density_WOA_clim |
0.82 |
3.787 |
| par_3 |
0.82 |
0.22 |
| eastward_wind |
0.81 |
-0.982 |
| wind_speed |
0.81 |
-0.894 |
| sst_cruise |
0.80 |
-3.745 |
| sss |
0.79 |
4.581 |
| wind_stress |
0.67 |
0.893 |
| sst |
0.62 |
-1.326 |
| PHYC |
0.61 |
4.619 |
| vgosa |
0.61 |
0.3 |
| surface_downward_northward_stress |
0.61 |
. |
| surface_downward_eastward_stress |
0.59 |
1.275 |
| northward_wind |
0.58 |
-0.27 |
| Si |
0.57 |
. |
| ugosa |
0.57 |
0.132 |
| CHL |
0.56 |
-4.739 |
| PO4 |
0.56 |
-0.782 |
| PP |
0.55 |
. |
| Fe |
0.52 |
1.944 |
| AOU_WOA_clim |
0.45 |
0.014 |
| vgos |
0.41 |
. |
| phosphate_WOA_clim |
0.38 |
. |
| nitrate_WOA_clim |
0.27 |
-0.248 |
| salinity_WOA_clim |
0.14 |
. |
| NO3 |
0.08 |
. |
| O2 |
0.08 |
. |
| conductivity_WOA_clim |
0.07 |
. |
| oxygen_WOA_clim |
0.01 |
. |
MGL1704 pro1
alpha coefficients
| phosphate_WOA_clim |
1.00 |
-1.835 |
| par_6 |
0.99 |
0.11 |
| northward_wind |
0.99 |
-0.5 |
| sla |
0.93 |
-0.197 |
| salinity_WOA_clim |
0.91 |
1.516 |
| sst_cruise |
0.90 |
1.096 |
| par |
0.88 |
-0.069 |
| NO3 |
0.85 |
1.088 |
| wind_speed |
0.83 |
. |
| ugos |
0.79 |
-0.067 |
| eastward_wind |
0.79 |
0.244 |
| silicate_WOA_clim |
0.75 |
3.764 |
| surface_downward_eastward_stress |
0.73 |
-0.249 |
| par_3 |
0.71 |
0.036 |
| par_9 |
0.71 |
. |
| PHYC |
0.69 |
-0.782 |
| par_12 |
0.68 |
0.001 |
| PO4 |
0.68 |
1.082 |
| O2 |
0.67 |
-0.913 |
| sss_cruise |
0.64 |
-0.092 |
| vgosa |
0.58 |
. |
| Fe |
0.52 |
. |
| sss |
0.50 |
-0.212 |
| conductivity_WOA_clim |
0.48 |
. |
| o2sat_WOA_clim |
0.44 |
-0.083 |
| CHL |
0.44 |
. |
| ugosa |
0.42 |
. |
| wind_stress |
0.40 |
-0.306 |
| vgos |
0.36 |
-0.029 |
| AOU_WOA_clim |
0.35 |
. |
| surface_downward_northward_stress |
0.26 |
. |
| density_WOA_clim |
0.25 |
. |
| sst |
0.23 |
. |
| PP |
0.19 |
. |
| Si |
0.06 |
. |
| oxygen_WOA_clim |
0.03 |
. |
| nitrate_WOA_clim |
0.01 |
. |
KM1708 bg2
alpha coefficients
| par_6 |
0.16 |
-0.045 |
| sst_cruise |
0.11 |
-0.366 |
| par_3 |
0.11 |
-0.058 |
| par_9 |
0.1 |
. |
| par_12 |
0.05 |
. |
| sss_cruise |
0.04 |
. |
| par |
0.04 |
-0.005 |
| vgos |
0.04 |
. |
| wind_stress |
0.04 |
. |
| O2 |
0.03 |
-0.012 |
| sst |
0.03 |
0.774 |
| silicate_WOA_clim |
0.02 |
. |
| vgosa |
0.02 |
. |
| ugos |
0.02 |
0.032 |
| eastward_wind |
0.02 |
. |
| surface_downward_northward_stress |
0.02 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| Fe |
0.01 |
. |
| northward_wind |
0.01 |
. |
| sss |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| PP |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
KM1708 bead
alpha coefficients
| par_6 |
0.11 |
. |
| sst_cruise |
0.1 |
-0.437 |
| par_9 |
0.1 |
-0.015 |
| par_12 |
0.09 |
0.024 |
| sss_cruise |
0.08 |
-0.878 |
| par |
0.07 |
. |
| par_3 |
0.06 |
. |
| ugos |
0.06 |
. |
| surface_downward_northward_stress |
0.06 |
0.178 |
| vgosa |
0.05 |
. |
| eastward_wind |
0.05 |
. |
| vgos |
0.04 |
0.013 |
| AOU_WOA_clim |
0.03 |
. |
| phosphate_WOA_clim |
0.03 |
. |
| sst |
0.03 |
. |
| northward_wind |
0.03 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| silicate_WOA_clim |
0.02 |
. |
| ugosa |
0.02 |
. |
| wind_stress |
0.02 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
| wind_speed |
0.02 |
. |
| sss |
0.02 |
0.02 |
| Si |
0.01 |
. |
| PO4 |
0.01 |
. |
| O2 |
0.01 |
. |
| sla |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
-0.068 |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
-0.276 |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
KM1708 croco
alpha coefficients
| par_9 |
0.49 |
0.289 |
| par_3 |
0.47 |
0.203 |
| AOU_WOA_clim |
0.41 |
-3.269 |
| par |
0.34 |
0.337 |
| CHL |
0.32 |
57.919 |
| par_6 |
0.25 |
0.191 |
| sss |
0.2 |
. |
| sss_cruise |
0.19 |
-0.8 |
| par_12 |
0.19 |
0.172 |
| oxygen_WOA_clim |
0.1 |
1.841 |
| sst_cruise |
0.1 |
-0.428 |
| Si |
0.09 |
23.291 |
| vgos |
0.09 |
. |
| ugosa |
0.09 |
-0.009 |
| wind_stress |
0.09 |
0.097 |
| northward_wind |
0.09 |
-0.002 |
| phosphate_WOA_clim |
0.08 |
. |
| vgosa |
0.08 |
. |
| surface_downward_northward_stress |
0.08 |
. |
| eastward_wind |
0.07 |
. |
| wind_speed |
0.07 |
. |
| ugos |
0.06 |
. |
| conductivity_WOA_clim |
0.05 |
. |
| silicate_WOA_clim |
0.04 |
. |
| sst |
0.03 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| PO4 |
0.02 |
-9.753 |
| O2 |
0.01 |
2.183 |
| Fe |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PP |
. |
. |
| sla |
. |
. |
KM1708 bg1
alpha coefficients
| par_6 |
0.21 |
0 |
| par |
0.15 |
-0.316 |
| sst_cruise |
0.13 |
-0.388 |
| par_3 |
0.13 |
0.003 |
| par_9 |
0.12 |
. |
| AOU_WOA_clim |
0.08 |
. |
| par_12 |
0.07 |
. |
| sss_cruise |
0.06 |
. |
| vgos |
0.06 |
. |
| eastward_wind |
0.06 |
. |
| surface_downward_northward_stress |
0.06 |
-0.102 |
| sss |
0.06 |
-0.416 |
| wind_stress |
0.05 |
-0.241 |
| sst |
0.04 |
-1.709 |
| vgosa |
0.04 |
. |
| ugos |
0.04 |
-0.009 |
| o2sat_WOA_clim |
0.03 |
. |
| Si |
0.03 |
. |
| sla |
0.03 |
. |
| ugosa |
0.03 |
. |
| oxygen_WOA_clim |
0.02 |
. |
| silicate_WOA_clim |
0.02 |
. |
| CHL |
0.02 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
| northward_wind |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
6.278 |
| phosphate_WOA_clim |
. |
-1.767 |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| wind_speed |
. |
. |
KM1708 pico4_
alpha coefficients
| par_6 |
0.24 |
. |
| par_3 |
0.2 |
. |
| par |
0.18 |
0.002 |
| par_9 |
0.14 |
-0.152 |
| sst_cruise |
0.09 |
. |
| sss_cruise |
0.08 |
. |
| silicate_WOA_clim |
0.06 |
. |
| eastward_wind |
0.06 |
. |
| phosphate_WOA_clim |
0.05 |
. |
| northward_wind |
0.05 |
. |
| par_12 |
0.04 |
-0.024 |
| sla |
0.04 |
. |
| wind_speed |
0.04 |
. |
| vgosa |
0.03 |
. |
| vgos |
0.03 |
. |
| nitrate_WOA_clim |
0.02 |
. |
| sst |
0.02 |
. |
| Fe |
0.02 |
. |
| ugosa |
0.02 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
| sss |
0.02 |
0.028 |
| AOU_WOA_clim |
0.01 |
1.462 |
| conductivity_WOA_clim |
0.01 |
. |
| Si |
0.01 |
. |
| CHL |
0.01 |
. |
| PO4 |
0.01 |
. |
| ugos |
0.01 |
. |
| wind_stress |
0.01 |
. |
| surface_downward_northward_stress |
0.01 |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| PP |
. |
. |
KM1708 rest1_1
alpha coefficients
| par_6 |
0.23 |
-0.025 |
| par_9 |
0.15 |
. |
| par |
0.13 |
-0.006 |
| par_12 |
0.13 |
0.001 |
| sss_cruise |
0.11 |
. |
| silicate_WOA_clim |
0.1 |
. |
| par_3 |
0.09 |
0.031 |
| eastward_wind |
0.09 |
. |
| sst_cruise |
0.08 |
0.137 |
| conductivity_WOA_clim |
0.07 |
. |
| phosphate_WOA_clim |
0.07 |
0.861 |
| vgos |
0.06 |
-0.002 |
| ugosa |
0.06 |
. |
| AOU_WOA_clim |
0.05 |
. |
| sla |
0.05 |
-0.058 |
| sss |
0.05 |
. |
| Si |
0.04 |
. |
| ugos |
0.04 |
. |
| wind_speed |
0.04 |
-0.015 |
| oxygen_WOA_clim |
0.03 |
. |
| salinity_WOA_clim |
0.03 |
. |
| nitrate_WOA_clim |
0.03 |
. |
| surface_downward_northward_stress |
0.03 |
. |
| vgosa |
0.02 |
0 |
| northward_wind |
0.02 |
. |
| CHL |
0.01 |
. |
| PO4 |
0.01 |
. |
| O2 |
0.01 |
. |
| wind_stress |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
KM1708 pico2_1
alpha coefficients
| par_6 |
0.49 |
0.378 |
| par_3 |
0.38 |
. |
| par |
0.37 |
0.28 |
| sst_cruise |
0.3 |
2.377 |
| par_9 |
0.28 |
0.026 |
| silicate_WOA_clim |
0.22 |
1.58 |
| eastward_wind |
0.2 |
-0.343 |
| sss |
0.18 |
-0.208 |
| sss_cruise |
0.15 |
1.303 |
| par_12 |
0.15 |
0.151 |
| ugos |
0.15 |
0.074 |
| northward_wind |
0.13 |
0.204 |
| phosphate_WOA_clim |
0.09 |
4.721 |
| nitrate_WOA_clim |
0.08 |
-3.659 |
| vgos |
0.07 |
. |
| AOU_WOA_clim |
0.06 |
. |
| conductivity_WOA_clim |
0.06 |
. |
| vgosa |
0.06 |
0.002 |
| sla |
0.06 |
. |
| ugosa |
0.06 |
. |
| wind_speed |
0.04 |
. |
| Si |
0.03 |
5.2 |
| CHL |
0.03 |
. |
| PO4 |
0.03 |
. |
| O2 |
0.03 |
. |
| sst |
0.02 |
. |
| PP |
0.02 |
. |
| wind_stress |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| surface_downward_northward_stress |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| Fe |
. |
. |
KM1708 pro1
alpha coefficients
| sss_cruise |
0.39 |
. |
| par_9 |
0.29 |
0.123 |
| surface_downward_northward_stress |
0.26 |
. |
| par |
0.25 |
0.082 |
| par_6 |
0.25 |
0.104 |
| sst_cruise |
0.24 |
0.865 |
| CHL |
0.21 |
-52.966 |
| par_12 |
0.2 |
-0.036 |
| vgos |
0.2 |
0.094 |
| sss |
0.16 |
. |
| par_3 |
0.15 |
. |
| wind_stress |
0.14 |
0.206 |
| northward_wind |
0.14 |
. |
| oxygen_WOA_clim |
0.12 |
-1.749 |
| silicate_WOA_clim |
0.12 |
. |
| nitrate_WOA_clim |
0.11 |
-0.926 |
| ugosa |
0.09 |
0.06 |
| phosphate_WOA_clim |
0.07 |
3.748 |
| ugos |
0.07 |
0.042 |
| salinity_WOA_clim |
0.05 |
. |
| sst |
0.05 |
1.884 |
| sla |
0.04 |
. |
| O2 |
0.03 |
. |
| vgosa |
0.03 |
. |
| PO4 |
0.02 |
. |
| wind_speed |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| Fe |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PP |
. |
. |
| eastward_wind |
. |
. |
KM1708 pico1_
alpha coefficients
| par_3 |
0.32 |
-0.088 |
| par_6 |
0.28 |
-0.019 |
| par |
0.15 |
. |
| par_9 |
0.11 |
. |
| silicate_WOA_clim |
0.09 |
-0.505 |
| sst_cruise |
0.08 |
. |
| nitrate_WOA_clim |
0.07 |
1.61 |
| AOU_WOA_clim |
0.06 |
0.478 |
| sss_cruise |
0.06 |
. |
| par_12 |
0.05 |
. |
| vgosa |
0.05 |
-0.005 |
| eastward_wind |
0.05 |
0.151 |
| northward_wind |
0.05 |
. |
| phosphate_WOA_clim |
0.04 |
. |
| CHL |
0.04 |
-5.787 |
| ugosa |
0.04 |
-0.007 |
| surface_downward_northward_stress |
0.04 |
. |
| sla |
0.03 |
. |
| sss |
0.03 |
. |
| density_WOA_clim |
0.02 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| PO4 |
0.02 |
. |
| ugos |
0.02 |
. |
| wind_stress |
0.02 |
. |
| salinity_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| PHYC |
0.01 |
. |
| O2 |
0.01 |
. |
| sst |
0.01 |
. |
| PP |
0.01 |
. |
| vgos |
0.01 |
-0.014 |
| surface_downward_eastward_stress |
0.01 |
. |
| wind_speed |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| Fe |
. |
. |
KM1708 rest2_
alpha coefficients
| par_12 |
0.29 |
-0.052 |
| par_3 |
0.17 |
. |
| sst_cruise |
0.13 |
0.267 |
| sss_cruise |
0.1 |
. |
| par |
0.1 |
-0.005 |
| par_6 |
0.09 |
. |
| surface_downward_northward_stress |
0.08 |
-0.18 |
| par_9 |
0.07 |
. |
| northward_wind |
0.06 |
. |
| sst |
0.05 |
-0.542 |
| phosphate_WOA_clim |
0.04 |
. |
| vgos |
0.04 |
. |
| sla |
0.04 |
. |
| wind_stress |
0.04 |
. |
| o2sat_WOA_clim |
0.03 |
. |
| ugos |
0.03 |
. |
| density_WOA_clim |
0.02 |
. |
| conductivity_WOA_clim |
0.02 |
-1.208 |
| silicate_WOA_clim |
0.02 |
. |
| PO4 |
0.02 |
. |
| O2 |
0.02 |
. |
| wind_speed |
0.02 |
. |
| CHL |
0.01 |
. |
| vgosa |
0.01 |
. |
| ugosa |
0.01 |
. |
| eastward_wind |
0.01 |
-0.035 |
| sss |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| surface_downward_eastward_stress |
. |
. |
KM1717 pico3_
alpha coefficients
| par |
0.06 |
. |
| northward_wind |
0.06 |
. |
| par_3 |
0.05 |
. |
| surface_downward_northward_stress |
0.04 |
. |
| silicate_WOA_clim |
0.03 |
. |
| sss_cruise |
0.03 |
. |
| par_6 |
0.03 |
. |
| ugos |
0.03 |
. |
| par_9 |
0.02 |
. |
| par_12 |
0.02 |
. |
| wind_stress |
0.02 |
. |
| wind_speed |
0.02 |
. |
| sss |
0.02 |
. |
| Si |
0.01 |
. |
| CHL |
0.01 |
. |
| Fe |
0.01 |
. |
| vgosa |
0.01 |
. |
| sla |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| sst_cruise |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgos |
. |
. |
| ugosa |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
KM1717 croco
alpha coefficients
| sst_cruise |
0.53 |
. |
| par_3 |
0.3 |
. |
| par_6 |
0.23 |
. |
| par_12 |
0.19 |
. |
| par_9 |
0.15 |
. |
| sss |
0.12 |
. |
| par |
0.08 |
. |
| sss_cruise |
0.07 |
. |
| o2sat_WOA_clim |
0.05 |
. |
| CHL |
0.05 |
. |
| vgosa |
0.05 |
. |
| O2 |
0.04 |
. |
| ugos |
0.04 |
. |
| wind_stress |
0.04 |
. |
| wind_speed |
0.04 |
. |
| Fe |
0.03 |
. |
| northward_wind |
0.03 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| Si |
0.01 |
. |
| PHYC |
0.01 |
. |
| vgos |
0.01 |
. |
| sla |
0.01 |
. |
| ugosa |
0.01 |
. |
| eastward_wind |
0.01 |
. |
| surface_downward_northward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PO4 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
KM1717 rest1_1
alpha coefficients
| par_3 |
0.1 |
. |
| northward_wind |
0.09 |
. |
| par |
0.08 |
. |
| wind_speed |
0.05 |
. |
| CHL |
0.04 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| sss_cruise |
0.02 |
. |
| sst_cruise |
0.02 |
. |
| par_6 |
0.02 |
. |
| par_9 |
0.02 |
. |
| ugosa |
0.02 |
. |
| sss |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| par_12 |
0.01 |
. |
| sst |
0.01 |
. |
| vgosa |
0.01 |
. |
| vgos |
0.01 |
. |
| sla |
0.01 |
. |
| wind_stress |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| ugos |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
KM1717 rest2_
alpha coefficients
| sst_cruise |
0.07 |
. |
| par_6 |
0.06 |
. |
| par_9 |
0.04 |
. |
| northward_wind |
0.04 |
. |
| par |
0.02 |
. |
| CHL |
0.02 |
. |
| O2 |
0.02 |
. |
| wind_stress |
0.02 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
| wind_speed |
0.02 |
. |
| surface_downward_northward_stress |
0.02 |
. |
| sss |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| sss_cruise |
0.01 |
. |
| par_3 |
0.01 |
. |
| par_12 |
0.01 |
. |
| vgosa |
0.01 |
. |
| density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| eastward_wind |
. |
. |
KM1717 rest1_2
alpha coefficients
| par_12 |
0.09 |
. |
| o2sat_WOA_clim |
0.06 |
. |
| sss_cruise |
0.06 |
. |
| par_6 |
0.05 |
. |
| par_9 |
0.05 |
. |
| sss |
0.05 |
. |
| sst_cruise |
0.04 |
. |
| par |
0.04 |
. |
| wind_speed |
0.04 |
. |
| wind_stress |
0.03 |
. |
| surface_downward_eastward_stress |
0.03 |
. |
| AOU_WOA_clim |
0.02 |
. |
| oxygen_WOA_clim |
0.02 |
. |
| par_3 |
0.02 |
. |
| O2 |
0.02 |
. |
| Fe |
0.02 |
. |
| ugosa |
0.02 |
. |
| ugos |
0.02 |
. |
| northward_wind |
0.02 |
. |
| CHL |
0.01 |
. |
| PHYC |
0.01 |
. |
| vgosa |
0.01 |
. |
| sla |
0.01 |
. |
| density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PO4 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgos |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_northward_stress |
. |
. |
KM1717 pico1_
alpha coefficients
| par_12 |
0.07 |
. |
| par_3 |
0.06 |
. |
| northward_wind |
0.06 |
. |
| sst_cruise |
0.05 |
. |
| par |
0.05 |
. |
| o2sat_WOA_clim |
0.04 |
. |
| sss_cruise |
0.04 |
. |
| par_9 |
0.04 |
. |
| par_6 |
0.03 |
. |
| sla |
0.03 |
. |
| sss |
0.03 |
. |
| AOU_WOA_clim |
0.02 |
. |
| Si |
0.02 |
. |
| Fe |
0.02 |
. |
| wind_stress |
0.02 |
. |
| wind_speed |
0.02 |
. |
| phosphate_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| CHL |
0.01 |
. |
| O2 |
0.01 |
. |
| vgosa |
0.01 |
. |
| eastward_wind |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| surface_downward_northward_stress |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgos |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
KM1717 pico2_1
alpha coefficients
| par_3 |
0.34 |
. |
| par_6 |
0.11 |
. |
| sst_cruise |
0.09 |
. |
| o2sat_WOA_clim |
0.08 |
. |
| par_12 |
0.08 |
. |
| CHL |
0.08 |
. |
| wind_stress |
0.08 |
. |
| northward_wind |
0.08 |
. |
| sss_cruise |
0.07 |
. |
| par |
0.07 |
. |
| sss |
0.07 |
. |
| par_9 |
0.05 |
. |
| Fe |
0.05 |
. |
| ugosa |
0.04 |
. |
| surface_downward_northward_stress |
0.03 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| Si |
0.01 |
. |
| O2 |
0.01 |
. |
| vgosa |
0.01 |
. |
| sla |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgos |
. |
. |
| ugos |
. |
. |
| eastward_wind |
. |
. |
| wind_speed |
. |
. |
KM1717 pro1
alpha coefficients
| sst_cruise |
0.52 |
. |
| surface_downward_northward_stress |
0.37 |
. |
| northward_wind |
0.34 |
. |
| ugos |
0.25 |
. |
| sss_cruise |
0.19 |
. |
| wind_stress |
0.18 |
. |
| par |
0.15 |
. |
| par_6 |
0.15 |
. |
| sss |
0.13 |
. |
| CHL |
0.12 |
. |
| par_9 |
0.07 |
. |
| par_12 |
0.07 |
. |
| o2sat_WOA_clim |
0.06 |
. |
| par_3 |
0.06 |
. |
| Fe |
0.05 |
. |
| ugosa |
0.04 |
. |
| surface_downward_eastward_stress |
0.04 |
. |
| wind_speed |
0.04 |
. |
| salinity_WOA_clim |
0.03 |
. |
| Si |
0.03 |
. |
| O2 |
0.02 |
. |
| sla |
0.02 |
. |
| sst |
0.01 |
. |
| vgosa |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| PP |
. |
. |
| vgos |
. |
. |
| eastward_wind |
. |
. |
KM1717 syn
alpha coefficients
| sss_cruise |
0.02 |
. |
| sst_cruise |
0.02 |
. |
| par |
0.02 |
. |
| par_3 |
0.01 |
. |
| par_9 |
0.01 |
. |
| ugos |
0.01 |
. |
| wind_speed |
0.01 |
. |
| northward_wind |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| par_6 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
KM1717 bg2
alpha coefficients
| par_3 |
0.05 |
. |
| sst_cruise |
0.04 |
. |
| par |
0.04 |
. |
| par_6 |
0.04 |
. |
| northward_wind |
0.04 |
. |
| o2sat_WOA_clim |
0.03 |
. |
| wind_stress |
0.03 |
. |
| wind_speed |
0.03 |
. |
| sss |
0.03 |
. |
| sss_cruise |
0.02 |
. |
| ugos |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| CHL |
0.01 |
. |
| O2 |
0.01 |
. |
| Fe |
0.01 |
. |
| density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
KOK1801 rest1_1
alpha coefficients
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par |
. |
. |
| par_3 |
. |
. |
| par_6 |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1801 bead
alpha coefficients
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par |
. |
. |
| par_3 |
. |
. |
| par_6 |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1801 pico2_1
alpha coefficients
| par_3 |
0.18 |
. |
| par_6 |
0.08 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1801 pico1_
alpha coefficients
| Fe |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par |
. |
. |
| par_3 |
. |
. |
| par_6 |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1801 rest1_2
alpha coefficients
| sla |
0.08 |
. |
| sst |
0.02 |
. |
| par_12 |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par |
. |
. |
| par_3 |
. |
. |
| par_6 |
. |
. |
| par_9 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1801 pico2_2
alpha coefficients
| par_3 |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par |
. |
. |
| par_6 |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1801 bg1
alpha coefficients
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par |
. |
. |
| par_3 |
. |
. |
| par_6 |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1801 bg2
alpha coefficients
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par |
. |
. |
| par_3 |
. |
. |
| par_6 |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1801 pro1
alpha coefficients
| PHYC |
0.02 |
. |
| sla |
0.02 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par |
. |
. |
| par_3 |
. |
. |
| par_6 |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1801 rest2_
alpha coefficients
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| sst_cruise |
. |
. |
| par |
. |
. |
| par_3 |
. |
. |
| par_6 |
. |
. |
| par_9 |
. |
. |
| par_12 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KM1802 rest1_1
alpha coefficients
| par |
0.224 |
-0.161 |
| o2sat_WOA_clim |
0.184 |
0.106 |
| par_12 |
0.153 |
-0.023 |
| phosphate_WOA_clim |
0.133 |
. |
| sss |
0.122 |
. |
| Fe |
0.112 |
-0.066 |
| par_6 |
0.102 |
. |
| O2 |
0.092 |
1.009 |
| silicate_WOA_clim |
0.082 |
4.041 |
| par_3 |
0.082 |
. |
| AOU_WOA_clim |
0.071 |
-0.037 |
| CHL |
0.071 |
. |
| sst |
0.061 |
. |
| ugos |
0.061 |
. |
| northward_wind |
0.061 |
-0.028 |
| sss_cruise |
0.041 |
. |
| eastward_wind |
0.041 |
. |
| surface_downward_eastward_stress |
0.041 |
. |
| surface_downward_northward_stress |
0.041 |
. |
| par_9 |
0.031 |
. |
| PO4 |
0.031 |
. |
| PHYC |
0.02 |
. |
| sla |
0.02 |
-0.24 |
| ugosa |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| sst_cruise |
0.01 |
0.161 |
| Si |
0.01 |
. |
| PP |
0.01 |
. |
| wind_speed |
0.01 |
. |
| oxygen_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| wind_stress |
. |
. |
KM1802 bead
alpha coefficients
| par_6 |
0.265 |
-0.413 |
| sss |
0.235 |
-2.714 |
| par_9 |
0.184 |
-0.064 |
| par_12 |
0.163 |
-0.272 |
| par_3 |
0.102 |
-0.105 |
| sss_cruise |
0.082 |
-2.654 |
| par |
0.082 |
0.03 |
| surface_downward_eastward_stress |
0.082 |
. |
| O2 |
0.051 |
. |
| ugosa |
0.051 |
0.105 |
| northward_wind |
0.051 |
0.307 |
| Fe |
0.041 |
. |
| surface_downward_northward_stress |
0.031 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| oxygen_WOA_clim |
0.02 |
. |
| sla |
0.02 |
. |
| eastward_wind |
0.02 |
-0.398 |
| AOU_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| phosphate_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| sst_cruise |
0.01 |
. |
| CHL |
0.01 |
. |
| PO4 |
0.01 |
. |
| wind_stress |
0.01 |
. |
| wind_speed |
0.01 |
. |
| density_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| ugos |
. |
. |
KM1802 bg1
alpha coefficients
| par |
0.163 |
-0.307 |
| par_12 |
0.163 |
0.117 |
| Fe |
0.163 |
. |
| sss |
0.163 |
. |
| par_9 |
0.122 |
. |
| o2sat_WOA_clim |
0.112 |
. |
| par_6 |
0.092 |
. |
| phosphate_WOA_clim |
0.082 |
. |
| eastward_wind |
0.082 |
0.237 |
| silicate_WOA_clim |
0.071 |
. |
| sss_cruise |
0.071 |
. |
| sst_cruise |
0.061 |
. |
| wind_speed |
0.061 |
. |
| AOU_WOA_clim |
0.051 |
. |
| CHL |
0.051 |
-6.605 |
| surface_downward_northward_stress |
0.051 |
0.033 |
| O2 |
0.041 |
. |
| par_3 |
0.031 |
-0.051 |
| sst |
0.031 |
. |
| ugos |
0.031 |
-0.146 |
| surface_downward_eastward_stress |
0.031 |
. |
| PO4 |
0.02 |
. |
| ugosa |
0.02 |
. |
| wind_stress |
0.02 |
. |
| northward_wind |
0.02 |
. |
| PHYC |
0.01 |
. |
| sla |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
KM1802 syn
alpha coefficients
| O2 |
0.245 |
-4.655 |
| sss |
0.245 |
-0.427 |
| o2sat_WOA_clim |
0.224 |
-0.035 |
| silicate_WOA_clim |
0.163 |
-7.874 |
| wind_speed |
0.153 |
. |
| AOU_WOA_clim |
0.133 |
. |
| surface_downward_eastward_stress |
0.133 |
-0.085 |
| ugos |
0.092 |
0.233 |
| sst_cruise |
0.071 |
-1.439 |
| phosphate_WOA_clim |
0.061 |
1.757 |
| par |
0.041 |
0.01 |
| wind_stress |
0.041 |
0.061 |
| eastward_wind |
0.041 |
. |
| sss_cruise |
0.031 |
. |
| Fe |
0.031 |
. |
| par_3 |
0.02 |
. |
| par_6 |
0.02 |
. |
| par_12 |
0.02 |
. |
| PO4 |
0.02 |
. |
| northward_wind |
0.02 |
. |
| salinity_WOA_clim |
0.01 |
. |
| conductivity_WOA_clim |
0.01 |
. |
| par_9 |
0.01 |
. |
| Si |
0.01 |
. |
| CHL |
0.01 |
. |
| ugosa |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| surface_downward_northward_stress |
. |
. |
KM1802 pico1_
alpha coefficients
| par_3 |
0.286 |
-0.184 |
| par_9 |
0.224 |
-0.077 |
| ugosa |
0.184 |
-0.141 |
| sst_cruise |
0.133 |
-0.362 |
| par_12 |
0.112 |
-0.087 |
| par |
0.102 |
-0.028 |
| par_6 |
0.102 |
. |
| northward_wind |
0.102 |
. |
| CHL |
0.082 |
4.049 |
| sss |
0.082 |
-1.566 |
| sla |
0.071 |
0.001 |
| ugos |
0.071 |
. |
| surface_downward_eastward_stress |
0.061 |
. |
| surface_downward_northward_stress |
0.061 |
-0.188 |
| phosphate_WOA_clim |
0.051 |
. |
| sss_cruise |
0.051 |
. |
| sst |
0.041 |
. |
| oxygen_WOA_clim |
0.031 |
. |
| Fe |
0.031 |
. |
| wind_stress |
0.031 |
. |
| o2sat_WOA_clim |
0.02 |
. |
| eastward_wind |
0.02 |
. |
| wind_speed |
0.02 |
. |
| silicate_WOA_clim |
0.01 |
. |
| Si |
0.01 |
-3.073 |
| PHYC |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
KM1802 pico2_1
alpha coefficients
| Fe |
0.439 |
. |
| par_3 |
0.296 |
0.318 |
| par_12 |
0.265 |
0.124 |
| par_9 |
0.224 |
0.162 |
| par |
0.184 |
. |
| phosphate_WOA_clim |
0.173 |
-1.985 |
| PO4 |
0.163 |
-14.093 |
| sss |
0.143 |
. |
| sst_cruise |
0.133 |
-0.47 |
| ugos |
0.133 |
-0.122 |
| surface_downward_eastward_stress |
0.133 |
0.128 |
| silicate_WOA_clim |
0.112 |
. |
| oxygen_WOA_clim |
0.102 |
0.596 |
| sss_cruise |
0.102 |
. |
| par_6 |
0.092 |
0.002 |
| CHL |
0.082 |
. |
| PP |
0.082 |
-0.557 |
| ugosa |
0.082 |
. |
| Si |
0.061 |
. |
| surface_downward_northward_stress |
0.061 |
0.047 |
| vgos |
0.051 |
. |
| wind_stress |
0.051 |
. |
| PHYC |
0.041 |
-0.081 |
| O2 |
0.041 |
-0.786 |
| sst |
0.041 |
. |
| northward_wind |
0.041 |
. |
| salinity_WOA_clim |
0.031 |
. |
| nitrate_WOA_clim |
0.031 |
9.623 |
| sla |
0.031 |
. |
| wind_speed |
0.031 |
. |
| conductivity_WOA_clim |
0.02 |
. |
| density_WOA_clim |
0.01 |
. |
| vgosa |
0.01 |
. |
| eastward_wind |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| NO3 |
. |
. |
KM1802 bg2
alpha coefficients
| par_12 |
0.163 |
0.11 |
| sss |
0.122 |
0.717 |
| sst_cruise |
0.112 |
1.687 |
| sss_cruise |
0.082 |
-0.021 |
| par_3 |
0.071 |
. |
| surface_downward_northward_stress |
0.071 |
0.032 |
| phosphate_WOA_clim |
0.061 |
. |
| par |
0.061 |
. |
| CHL |
0.051 |
. |
| sla |
0.051 |
. |
| par_6 |
0.041 |
. |
| par_9 |
0.041 |
. |
| Fe |
0.041 |
-0.055 |
| eastward_wind |
0.041 |
. |
| silicate_WOA_clim |
0.031 |
. |
| PO4 |
0.031 |
. |
| wind_speed |
0.031 |
-0.034 |
| ugosa |
0.02 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
| AOU_WOA_clim |
0.01 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| PHYC |
0.01 |
. |
| O2 |
0.01 |
. |
| PP |
0.01 |
. |
| ugos |
0.01 |
. |
| wind_stress |
0.01 |
. |
| density_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| sst |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| northward_wind |
. |
. |
KM1802 rest2_
alpha coefficients
| sss |
0.122 |
-1.161 |
| par_12 |
0.112 |
-0.038 |
| par_3 |
0.102 |
. |
| par |
0.082 |
. |
| phosphate_WOA_clim |
0.071 |
. |
| par_6 |
0.071 |
. |
| sst |
0.071 |
0.21 |
| par_9 |
0.061 |
. |
| sst_cruise |
0.051 |
. |
| ugos |
0.051 |
. |
| surface_downward_northward_stress |
0.051 |
. |
| silicate_WOA_clim |
0.041 |
. |
| sss_cruise |
0.041 |
0.122 |
| Fe |
0.041 |
. |
| ugosa |
0.041 |
. |
| CHL |
0.031 |
4.936 |
| oxygen_WOA_clim |
0.02 |
. |
| O2 |
0.02 |
. |
| sla |
0.02 |
. |
| wind_stress |
0.02 |
. |
| surface_downward_eastward_stress |
0.02 |
. |
| wind_speed |
0.02 |
. |
| northward_wind |
0.02 |
. |
| PO4 |
0.01 |
. |
| vgosa |
0.01 |
. |
| vgos |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PP |
. |
. |
| eastward_wind |
. |
. |
KM1802 pro1
alpha coefficients
| par |
0.235 |
0.025 |
| par_9 |
0.224 |
0.061 |
| phosphate_WOA_clim |
0.214 |
0.469 |
| par_3 |
0.184 |
0.098 |
| par_12 |
0.143 |
. |
| sst_cruise |
0.133 |
. |
| surface_downward_eastward_stress |
0.133 |
. |
| northward_wind |
0.133 |
0.332 |
| sss |
0.133 |
0.329 |
| ugosa |
0.122 |
0.226 |
| ugos |
0.122 |
. |
| par_6 |
0.112 |
-0.013 |
| sss_cruise |
0.102 |
0.216 |
| silicate_WOA_clim |
0.071 |
. |
| Fe |
0.071 |
. |
| surface_downward_northward_stress |
0.071 |
. |
| CHL |
0.061 |
-3.813 |
| eastward_wind |
0.061 |
-0.03 |
| PO4 |
0.051 |
. |
| O2 |
0.051 |
. |
| o2sat_WOA_clim |
0.041 |
. |
| PHYC |
0.041 |
2.723 |
| PP |
0.02 |
6.969 |
| oxygen_WOA_clim |
0.01 |
. |
| Si |
0.01 |
. |
| sst |
0.01 |
0.627 |
| vgos |
0.01 |
. |
| wind_speed |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| vgosa |
. |
. |
| sla |
. |
. |
| wind_stress |
. |
. |
KM1802 small
alpha coefficients
| sst_cruise |
0.184 |
5.868 |
| par_12 |
0.184 |
0.381 |
| par_9 |
0.173 |
. |
| sss |
0.163 |
1.484 |
| par |
0.153 |
-0.052 |
| phosphate_WOA_clim |
0.143 |
2.783 |
| par_3 |
0.143 |
. |
| par_6 |
0.102 |
0.009 |
| sla |
0.082 |
-1.065 |
| surface_downward_northward_stress |
0.082 |
. |
| eastward_wind |
0.071 |
. |
| silicate_WOA_clim |
0.061 |
-0.998 |
| o2sat_WOA_clim |
0.051 |
-0.115 |
| sss_cruise |
0.051 |
. |
| CHL |
0.041 |
. |
| Fe |
0.041 |
. |
| ugosa |
0.041 |
. |
| surface_downward_eastward_stress |
0.041 |
. |
| northward_wind |
0.041 |
-0.087 |
| AOU_WOA_clim |
0.031 |
. |
| density_WOA_clim |
0.02 |
. |
| oxygen_WOA_clim |
0.02 |
. |
| salinity_WOA_clim |
0.02 |
. |
| conductivity_WOA_clim |
0.02 |
. |
| PHYC |
0.02 |
. |
| PO4 |
0.02 |
1.048 |
| ugos |
0.02 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| Si |
0.01 |
31.616 |
| O2 |
0.01 |
. |
| wind_speed |
0.01 |
. |
| NO3 |
. |
. |
| sst |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| wind_stress |
. |
. |
KOK1803 pico2_1
alpha coefficients
| par_3 |
0.629 |
0.147 |
| O2 |
0.485 |
-1.872 |
| oxygen_WOA_clim |
0.268 |
-3.46 |
| ugosa |
0.196 |
-0.047 |
| par |
0.144 |
. |
| density_WOA_clim |
0.124 |
. |
| sss_cruise |
0.113 |
. |
| sst |
0.093 |
. |
| salinity_WOA_clim |
0.082 |
. |
| AOU_WOA_clim |
0.072 |
. |
| sst_cruise |
0.072 |
. |
| PP |
0.072 |
. |
| par_12 |
0.062 |
. |
| eastward_wind |
0.062 |
. |
| northward_wind |
0.052 |
. |
| o2sat_WOA_clim |
0.041 |
. |
| par_6 |
0.031 |
. |
| par_9 |
0.031 |
. |
| wind_speed |
0.031 |
. |
| conductivity_WOA_clim |
0.021 |
. |
| Si |
0.021 |
. |
| CHL |
0.021 |
. |
| PHYC |
0.021 |
. |
| sla |
0.021 |
. |
| surface_downward_northward_stress |
0.021 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| PO4 |
0.01 |
. |
| wind_stress |
0.01 |
. |
| phosphate_WOA_clim |
. |
. |
| NO3 |
. |
. |
| Fe |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| ugos |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| sss |
. |
. |
KOK1803 rest1_1
alpha coefficients
| eastward_wind |
0.175 |
. |
| wind_speed |
0.072 |
. |
| par |
0.062 |
. |
| sss_cruise |
0.052 |
. |
| sst_cruise |
0.041 |
. |
| par_6 |
0.031 |
. |
| par_3 |
0.021 |
. |
| par_12 |
0.021 |
. |
| PHYC |
0.021 |
. |
| sst |
0.021 |
. |
| sla |
0.021 |
. |
| ugosa |
0.021 |
. |
| ugos |
0.021 |
. |
| surface_downward_northward_stress |
0.021 |
. |
| density_WOA_clim |
0.01 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| par_9 |
0.01 |
. |
| CHL |
0.01 |
. |
| Fe |
0.01 |
. |
| PP |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| wind_stress |
. |
. |
| northward_wind |
. |
. |
| sss |
. |
. |
KOK1803 pico1_
alpha coefficients
| par_12 |
0.155 |
. |
| par_6 |
0.093 |
. |
| par |
0.082 |
. |
| par_3 |
0.072 |
. |
| sst_cruise |
0.041 |
. |
| PO4 |
0.041 |
. |
| sss_cruise |
0.031 |
. |
| wind_stress |
0.031 |
. |
| oxygen_WOA_clim |
0.021 |
. |
| PP |
0.021 |
. |
| sss |
0.021 |
. |
| silicate_WOA_clim |
0.01 |
. |
| par_9 |
0.01 |
. |
| O2 |
0.01 |
. |
| vgos |
0.01 |
. |
| sla |
0.01 |
. |
| ugosa |
0.01 |
. |
| ugos |
0.01 |
. |
| eastward_wind |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| surface_downward_northward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| vgosa |
. |
. |
| wind_speed |
. |
. |
| northward_wind |
. |
. |
KOK1803 bead
alpha coefficients
| sss_cruise |
0.031 |
. |
| sst_cruise |
0.031 |
. |
| par |
0.031 |
. |
| par_6 |
0.031 |
. |
| par_9 |
0.021 |
. |
| par_12 |
0.021 |
. |
| sla |
0.021 |
. |
| ugosa |
0.021 |
. |
| CHL |
0.01 |
. |
| ugos |
0.01 |
. |
| wind_stress |
0.01 |
. |
| northward_wind |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| par_3 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgosa |
. |
. |
| vgos |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
KOK1803 syn
alpha coefficients
| par_6 |
0.237 |
. |
| par_3 |
0.072 |
. |
| eastward_wind |
0.062 |
. |
| sss |
0.041 |
. |
| AOU_WOA_clim |
0.031 |
. |
| density_WOA_clim |
0.031 |
. |
| salinity_WOA_clim |
0.031 |
. |
| conductivity_WOA_clim |
0.031 |
. |
| sst_cruise |
0.031 |
. |
| par_12 |
0.031 |
. |
| sst |
0.031 |
. |
| phosphate_WOA_clim |
0.021 |
. |
| CHL |
0.021 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| nitrate_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| sss_cruise |
0.01 |
. |
| par |
0.01 |
. |
| par_9 |
0.01 |
. |
| vgosa |
0.01 |
. |
| sla |
0.01 |
. |
| ugosa |
0.01 |
. |
| wind_speed |
0.01 |
. |
| o2sat_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgos |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
KOK1803 bg1
alpha coefficients
| par_12 |
0.041 |
. |
| par_6 |
0.031 |
. |
| sss_cruise |
0.021 |
. |
| par |
0.021 |
. |
| par_3 |
0.021 |
. |
| silicate_WOA_clim |
0.01 |
. |
| sst_cruise |
0.01 |
. |
| par_9 |
0.01 |
. |
| O2 |
0.01 |
. |
| vgosa |
0.01 |
. |
| sss |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| oxygen_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PHYC |
. |
. |
| PO4 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgos |
. |
. |
| sla |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_stress |
. |
. |
| eastward_wind |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
KOK1803 small
alpha coefficients
| par |
0.072 |
. |
| sla |
0.072 |
. |
| sst_cruise |
0.062 |
. |
| sst |
0.052 |
. |
| eastward_wind |
0.052 |
. |
| surface_downward_northward_stress |
0.052 |
. |
| par_6 |
0.041 |
. |
| par_12 |
0.041 |
. |
| sss |
0.031 |
. |
| density_WOA_clim |
0.021 |
. |
| oxygen_WOA_clim |
0.021 |
. |
| phosphate_WOA_clim |
0.021 |
. |
| PO4 |
0.021 |
. |
| ugosa |
0.021 |
. |
| wind_stress |
0.021 |
. |
| salinity_WOA_clim |
0.01 |
. |
| PHYC |
0.01 |
. |
| O2 |
0.01 |
. |
| vgosa |
0.01 |
. |
| vgos |
0.01 |
. |
| ugos |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| par_3 |
. |
. |
| par_9 |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| wind_speed |
. |
. |
| northward_wind |
. |
. |
KOK1803 pro2
alpha coefficients
| sss_cruise |
0.268 |
. |
| eastward_wind |
0.247 |
. |
| oxygen_WOA_clim |
0.227 |
. |
| sst_cruise |
0.206 |
. |
| par_9 |
0.165 |
. |
| wind_speed |
0.134 |
. |
| par |
0.103 |
. |
| par_12 |
0.103 |
. |
| par_6 |
0.093 |
. |
| sst |
0.072 |
. |
| vgosa |
0.062 |
. |
| phosphate_WOA_clim |
0.052 |
. |
| sla |
0.052 |
. |
| par_3 |
0.041 |
. |
| vgos |
0.031 |
. |
| PHYC |
0.021 |
. |
| O2 |
0.021 |
. |
| ugos |
0.021 |
. |
| wind_stress |
0.021 |
. |
| surface_downward_eastward_stress |
0.021 |
. |
| o2sat_WOA_clim |
0.01 |
. |
| CHL |
0.01 |
. |
| Fe |
0.01 |
. |
| PP |
0.01 |
. |
| northward_wind |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PO4 |
. |
. |
| ugosa |
. |
. |
| surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
KOK1803 rest2_
alpha coefficients
| sst |
0.052 |
. |
| par_6 |
0.041 |
. |
| sla |
0.041 |
. |
| eastward_wind |
0.041 |
. |
| par |
0.031 |
. |
| par_12 |
0.021 |
. |
| oxygen_WOA_clim |
0.01 |
. |
| sst_cruise |
0.01 |
. |
| par_3 |
0.01 |
. |
| par_9 |
0.01 |
. |
| Si |
0.01 |
. |
| PHYC |
0.01 |
. |
| vgosa |
0.01 |
. |
| wind_stress |
0.01 |
. |
| surface_downward_eastward_stress |
0.01 |
. |
| sss |
0.01 |
. |
| AOU_WOA_clim |
. |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| salinity_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| silicate_WOA_clim |
. |
. |
| sss_cruise |
. |
. |
| NO3 |
. |
. |
| CHL |
. |
. |
| PO4 |
. |
. |
| O2 |
. |
. |
| Fe |
. |
. |
| PP |
. |
. |
| vgos |
. |
. |
| ugosa |
. |
. |
| ugos |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| northward_wind |
. |
. |
KOK1803 pro1
alpha coefficients
| par_6 |
0.052 |
. |
| oxygen_WOA_clim |
0.041 |
. |
| sss_cruise |
0.041 |
. |
| par_12 |
0.041 |
. |
| sla |
0.031 |
. |
| eastward_wind |
0.031 |
. |
| par |
0.021 |
. |
| par_3 |
0.021 |
. |
| vgos |
0.021 |
. |
| northward_wind |
0.021 |
. |
| AOU_WOA_clim |
0.01 |
. |
| salinity_WOA_clim |
0.01 |
. |
| silicate_WOA_clim |
0.01 |
. |
| sst_cruise |
0.01 |
. |
| par_9 |
0.01 |
. |
| CHL |
0.01 |
. |
| PO4 |
0.01 |
. |
| PP |
0.01 |
. |
| ugos |
0.01 |
. |
| density_WOA_clim |
. |
. |
| o2sat_WOA_clim |
. |
. |
| conductivity_WOA_clim |
. |
. |
| nitrate_WOA_clim |
. |
. |
| phosphate_WOA_clim |
. |
. |
| Si |
. |
. |
| NO3 |
. |
. |
| PHYC |
. |
. |
| O2 |
. |
. |
| sst |
. |
. |
| Fe |
. |
. |
| vgosa |
. |
. |
| ugosa |
. |
. |
| wind_stress |
. |
. |
| surface_downward_eastward_stress |
. |
. |
| wind_speed |
. |
. |
| surface_downward_northward_stress |
. |
. |
| sss |
. |
. |
Make long-format data tables
Now, we’ll be making several “long format” data tables – of the data and of the model estimates – to use for further data analysis.
The objects are called:
coef_long: \(\alpha\) and \(\beta\) coefficient values, as well as stability estimates.
pred_long: \(\mu\) and \(\pi\) estimates.
sigma_long: Covariance (\(\Sigma\)) estimates.
X_long: Environmental covariates \(X\).
dat_long: Binned cytometry data \(y\).
Coefficients (and stability). The columns are:
- cruise_id
- variable: environmental covariate (includes “intp”)
- population: phytoplankton species
- type:
beta_diam, beta_chl, beta_pe, or alpha
- coef: coefficient estimate
- stability: stability estimate
objlist = sapply(all_cruise_id, function(cruise_id){
## Read in the summary over all subsampled models.
filename = paste0(cruise_id, "-grand-summary.RDS")
summarydir = file.path(outputdir, cruise_id, "summaries")
if(!file.exists(file.path(summarydir, filename))){
print(cruise_id)
print("didn't have grand summary file")
return(NULL)
}
obj = readRDS(file = file.path(summarydir, filename))
return(obj)
}, simplify = FALSE, USE.NAMES = TRUE)
## [1] "KM1513"
## [1] "didn't have grand summary file"
## [1] "KM1709"
## [1] "didn't have grand summary file"
## [1] "KM1713"
## [1] "didn't have grand summary file"
## [1] "FK180310-1"
## [1] "didn't have grand summary file"
## [1] "FK180310-2"
## [1] "didn't have grand summary file"
coef_long = lapply(all_cruise_id, function(cruise_id){
## Cluster labels
one_mapmat_long = mapmat_long %>% filter(cruise_id == !!(cruise_id)) %>% arrange(value) %>% na.omit()
stopifnot((one_mapmat_long %>% pull(value)) == (1:10))
cluster_labels = one_mapmat_long %>% pull(name)
if(!is.null(objlist[[cruise_id]])){
## Alpha frequencies
alpha_freq = objlist[[cruise_id]] %>% .$alpha_freq
colnames(alpha_freq) = cluster_labels
alpha_freq_long = alpha_freq %>% as.data.frame() %>% rownames_to_column("variable") %>% as_tibble() %>%
pivot_longer(!variable, names_to = "population", values_to = "value") %>%
add_column(type = "alpha")
## Beta frequencies
beta_freq_long = lapply(1:3, function(idim){
beta_array = objlist %>% .[[cruise_id]] %>% pluck("beta_freq") %>% .[,,idim] %>% t()
colnames(beta_array) = cluster_labels
one_long_beta = beta_array %>% as.data.frame() %>%
rownames_to_column("variable") %>% pivot_longer(!variable, names_to = "population") %>%
add_column(type = paste0("beta_", cytogram_dimnames[idim]))
}) %>% bind_rows()
## Combine all frequencies
freq_long = bind_rows(alpha_freq_long,
beta_freq_long)
} else {
freq_long = NULL
}
## Beta coefficient values
bestres = load_model(cruise_id)
beta = bestres$beta
names(beta) = cluster_labels
beta = lapply(beta, function(onebeta){
colnames(onebeta) = paste0("beta_", cytogram_dimnames); return(onebeta)
})
beta_long = lapply(cluster_labels, function(cluster_label){
beta %>% .[[cluster_label]] %>% as.data.frame() %>%
rownames_to_column("variable") %>% pivot_longer(!variable, names_to = "type") %>%
add_column(population = cluster_label)
}) %>% bind_rows()
## Alpha coefficients
alpha = bestres$alpha %>% t()
colnames(alpha) = cluster_labels
alpha_long = alpha %>% as.data.frame() %>%
rownames_to_column("variable") %>%
pivot_longer(!variable, names_to = "population") %>%
add_column(type = "alpha")
## Combine all coefficients
coef_long = bind_rows(alpha_long,
beta_long)
if(is.null(freq_long)) freq_long = coef_long[c(),]
## Combine everything
combined = full_join(freq_long, coef_long, by=c("variable", "type", "population"), suffix = c("_stab", "_coef")) %>%
select(variable, population, type, stab = value_stab, coef = value_coef)
## Add cruise_id and return
combined = combined %>% add_column(cruise_id = cruise_id)
return(combined)
}) %>% bind_rows()
coef_long = coef_long %>% select(cruise_id, variable, population, type, coef, stab)
saveRDS(coef_long, file = file.path(outputdir, "coef_long_main.RDS"))
coef_long %>% head(20) %>% knitr::kable(caption = "Estimated coefficients in long format.")
Estimated coefficients in long format.
| KM1508 |
intp |
bead |
alpha |
-1.0447267 |
1.00 |
| KM1508 |
intp |
pico2_1 |
alpha |
2.4648423 |
1.00 |
| KM1508 |
intp |
bg1 |
alpha |
-1.3763996 |
1.00 |
| KM1508 |
intp |
rest1_1 |
alpha |
-4.7966862 |
1.00 |
| KM1508 |
intp |
bg2 |
alpha |
4.0822481 |
1.00 |
| KM1508 |
intp |
pico1_ |
alpha |
0.8955848 |
1.00 |
| KM1508 |
intp |
syn |
alpha |
-2.9895557 |
1.00 |
| KM1508 |
intp |
rest2_ |
alpha |
0.7843172 |
1.00 |
| KM1508 |
intp |
small |
alpha |
12.6314879 |
1.00 |
| KM1508 |
intp |
pro1 |
alpha |
-10.6511120 |
1.00 |
| KM1508 |
AOU_WOA_clim |
bead |
alpha |
0.0000000 |
0.00 |
| KM1508 |
AOU_WOA_clim |
pico2_1 |
alpha |
0.0000000 |
0.03 |
| KM1508 |
AOU_WOA_clim |
bg1 |
alpha |
-0.2791089 |
0.01 |
| KM1508 |
AOU_WOA_clim |
rest1_1 |
alpha |
0.0000000 |
0.03 |
| KM1508 |
AOU_WOA_clim |
bg2 |
alpha |
0.0000000 |
0.01 |
| KM1508 |
AOU_WOA_clim |
pico1_ |
alpha |
0.0000000 |
0.01 |
| KM1508 |
AOU_WOA_clim |
syn |
alpha |
0.0000000 |
0.01 |
| KM1508 |
AOU_WOA_clim |
rest2_ |
alpha |
0.0000000 |
0.02 |
| KM1508 |
AOU_WOA_clim |
small |
alpha |
0.0000000 |
0.02 |
| KM1508 |
AOU_WOA_clim |
pro1 |
alpha |
0.2782861 |
0.13 |
Predictions. The columns are:
- cruise_id
- time
- lon
- lat
- population
- type:
mu_diam, mu_chl, mu_pe, or pi
- value
pred_long = lapply(all_cruise_id, function(cruise_id){
## Cluster labels
one_mapmat_long = mapmat_long %>% filter(cruise_id == !!(cruise_id)) %>% arrange(value) %>% na.omit()
stopifnot((one_mapmat_long %>% pull(value)) == (1:10))
cluster_labels = one_mapmat_long %>% pull(name)
## print(cruise_id)
## cluster_labels = NULL
## Times
filename = paste0(cruise_id, "-datobj.RDS")
ybin_obj = readRDS(file = file.path(outputdir_cytograms, cruise_id, "data", filename))
## Get time & lon & lat.
times = ybin_obj$time %>% lubridate::as_datetime()
lon = ybin_obj$lon
lat = ybin_obj$lat
## Means
bestres = load_model(cruise_id)
mn_long = lapply(cytogram_dimnames, function(dimname){
mn = bestres$mn %>% .[,which(cytogram_dimnames == dimname),]
colnames(mn) = cluster_labels
mn = mn %>% as_tibble() %>% add_column(time = times, lon = lon, lat = lat) %>%
pivot_longer(-c(lon, lat, time), names_to = "population") %>% add_column(type=paste0("mu_", dimname))
return(mn)
}) %>% bind_rows() ##%>% pivot_wider(time, name)
## mn_wider = mn_long %>% pivot_wider(names_from = c("type"), values_from = "value")
## Probabilities
prob = bestres$prob
colnames(prob) = cluster_labels
prob_long = prob %>% as_tibble() %>% add_column(time = times, lon = lon, lat = lat) %>%
pivot_longer(-c(lon, lat, time), names_to = "population") %>% add_column(type = "prob")
## Combine Prob and Means
combined = bind_rows(prob_long, mn_long)##, sigma_long)
## Add cruise id and reaturn
combined = combined %>% add_column(cruise_id = cruise_id)
return(combined)
}) %>% bind_rows()
pred_long = pred_long %>% select(cruise_id, time, lon, lat, population, type, value)
saveRDS(pred_long, file = file.path(outputdir, "pred_long_main.RDS"))
pred_long %>% head(20) %>% knitr::kable(caption = "Predicted mean and abundance in long format.")
Predicted mean and abundance in long format.
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
bead |
prob |
0.0073628 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
pico2_1 |
prob |
0.0890085 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
bg1 |
prob |
0.0193653 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
rest1_1 |
prob |
0.0236019 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
bg2 |
prob |
0.0100063 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
pico1_ |
prob |
0.0316167 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
syn |
prob |
0.0656130 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
rest2_ |
prob |
0.0678020 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
small |
prob |
0.4088420 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
pro1 |
prob |
0.2767818 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
bead |
prob |
0.0069585 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
pico2_1 |
prob |
0.0939610 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
bg1 |
prob |
0.0185447 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
rest1_1 |
prob |
0.0229592 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
bg2 |
prob |
0.0094669 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
pico1_ |
prob |
0.0301685 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
syn |
prob |
0.0709782 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
rest2_ |
prob |
0.0660093 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
small |
prob |
0.4242487 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
pro1 |
prob |
0.2567051 |
Covariance matrix. The columns are:
- cruise_id
- population
- name:
"sigma_1_1" means the (1,1)’th entry of the covariance matrix.
- value: the value of the covariance matrix entry
sigma_long = sapply(all_cruise_id, function(cruise_id){
## Cluster labels
one_mapmat_long = mapmat_long %>% filter(cruise_id == !!(cruise_id)) %>% arrange(value) %>% na.omit()
stopifnot((one_mapmat_long %>% pull(value)) == (1:10))
cluster_labels = one_mapmat_long %>% pull(name)
## Gather sigma
sigmanames = paste0("sigma_", expand.grid(1:3, each=1:3) %>% apply(1, paste0, collapse="_"))
sigma_wide = bestres$sigma %>% apply(1,c)
colnames(sigma_wide) = cluster_labels
sigma_long = sigma_wide %>% as_tibble() %>% add_column(name = sigmanames) %>% pivot_longer(-name, names_to = "population")
## Also, here's a helper function to go from this to a 3 x 3 matrix
if(FALSE){
one_sigma_long = sigma_long %>% dplyr::filter(population == "pro1") ## this is an example
make_covariance <- function(one_sigma_long){
stopifnot(nrow(one_sigma_long) == 9)
convertmat = one_sigma_long %>% pull(name) %>% sapply(., str_split, "_") %>% purrr::map(.%>%.[2:3]%>% as.numeric() ) %>% bind_rows() %>% t()
sigmamat = matrix(NA, ncol = 3, nrow = 3)
for(ii in 1:9){
irow = convertmat[ii,1, drop=TRUE]
icol = convertmat[ii,2, drop=TRUE]
sigmamat[irow, icol] = one_sigma_long[ii, "value", drop=TRUE]
}
assertthat::assert_that(all(!is.na(sigmamat)))
return(sigmamat)
}
make_covariance(one_sigma_long)
}
return(sigma_long)
}, simplify = FALSE, USE.NAMES = TRUE) %>% bind_rows(.id = "cruise_id") %>% arrange(cruise_id, population)
saveRDS(sigma_long, file = file.path(outputdir, "sigma_long_main.RDS"))
pred_long %>% head(20) %>% knitr::kable(caption = "Estimated covariance matrix in long format.")
Estimated covariance matrix in long format.
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
bead |
prob |
0.0073628 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
pico2_1 |
prob |
0.0890085 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
bg1 |
prob |
0.0193653 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
rest1_1 |
prob |
0.0236019 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
bg2 |
prob |
0.0100063 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
pico1_ |
prob |
0.0316167 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
syn |
prob |
0.0656130 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
rest2_ |
prob |
0.0678020 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
small |
prob |
0.4088420 |
| KM1508 |
2015-05-22 22:00:00 |
-158.2737 |
21.34337 |
pro1 |
prob |
0.2767818 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
bead |
prob |
0.0069585 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
pico2_1 |
prob |
0.0939610 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
bg1 |
prob |
0.0185447 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
rest1_1 |
prob |
0.0229592 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
bg2 |
prob |
0.0094669 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
pico1_ |
prob |
0.0301685 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
syn |
prob |
0.0709782 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
rest2_ |
prob |
0.0660093 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
small |
prob |
0.4242487 |
| KM1508 |
2015-05-22 23:00:00 |
-158.2737 |
21.34361 |
pro1 |
prob |
0.2567051 |
Covariates. The columns are:
X_long = lapply(all_cruise_id, function(cruise_id){
## Get X
bestres = load_model(cruise_id)
X = bestres$X %>% as_tibble()
## Load times
filename = paste0(cruise_id, "-datobj.RDS")
ybin_obj = readRDS(file = file.path(outputdir_cytograms, cruise_id, "data", filename))
ylist = ybin_obj$ylist
times = names(ylist)
## Add time to X
X = X %>% add_column(time = lubridate::as_datetime(times))
## Pivot longer
X = X %>% pivot_longer(!time, names_to = "variable")
## Add cruise id
X = X %>% add_column(cruise_id = cruise_id)
return(X)
}) %>% bind_rows()
X_long = X_long %>% select(cruise_id, time, variable, value)
saveRDS(X_long, file = file.path(outputdir, "X_long_main.RDS"))
X_long %>% head(20) %>% knitr::kable(caption = "Environmental covariates in long format.")
Environmental covariates in long format.
| KM1508 |
2015-05-22 22:00:00 |
AOU_WOA_clim |
0.4664917 |
| KM1508 |
2015-05-22 22:00:00 |
density_WOA_clim |
-0.9575151 |
| KM1508 |
2015-05-22 22:00:00 |
o2sat_WOA_clim |
-0.4017550 |
| KM1508 |
2015-05-22 22:00:00 |
oxygen_WOA_clim |
-0.6763975 |
| KM1508 |
2015-05-22 22:00:00 |
salinity_WOA_clim |
0.1855519 |
| KM1508 |
2015-05-22 22:00:00 |
conductivity_WOA_clim |
0.5272553 |
| KM1508 |
2015-05-22 22:00:00 |
nitrate_WOA_clim |
-0.4597260 |
| KM1508 |
2015-05-22 22:00:00 |
phosphate_WOA_clim |
-0.4673446 |
| KM1508 |
2015-05-22 22:00:00 |
silicate_WOA_clim |
-0.4944776 |
| KM1508 |
2015-05-22 22:00:00 |
sss_cruise |
0.1820244 |
| KM1508 |
2015-05-22 22:00:00 |
sst_cruise |
0.5530272 |
| KM1508 |
2015-05-22 22:00:00 |
par |
2.2873543 |
| KM1508 |
2015-05-22 22:00:00 |
par_3 |
1.7475453 |
| KM1508 |
2015-05-22 22:00:00 |
par_6 |
0.0826037 |
| KM1508 |
2015-05-22 22:00:00 |
par_9 |
0.0000000 |
| KM1508 |
2015-05-22 22:00:00 |
par_12 |
0.0000000 |
| KM1508 |
2015-05-22 22:00:00 |
Si |
-0.6725213 |
| KM1508 |
2015-05-22 22:00:00 |
NO3 |
-0.5235338 |
| KM1508 |
2015-05-22 22:00:00 |
CHL |
-0.2113478 |
| KM1508 |
2015-05-22 22:00:00 |
PHYC |
-0.2265057 |
Data. A long matrix of binned data with the columns:
- cruise_id
- time
- diam & chl & pe: the coordinates in cytogram space, for each bin that has nonzero data.
- counts: biomass in that bin
(This code block is too memory-intensive and is not evaluated; see dat_long_main.RDS for the output)
dat_list = sapply(all_cruise_id, function(cruise_id){
## Load cytogram data.
filename = paste0(cruise_id, "-datobj.RDS")
ybin_obj = readRDS(file = file.path(outputdir_cytograms, cruise_id, "data", filename))
ylist = ybin_obj$ylist
countslist = ybin_obj$biomass_list
ylong = Map(function(y, c){data.frame(y, counts = c) %>% as_tibble()}, ylist, countslist) %>% bind_rows(.id = "time")
return(ylong)
}, simplify = FALSE, USE.NAMES = TRUE)
dat_long = dat_list %>% bind_rows(.id = "cruise_id")
dat_long = dat_long %>% mutate(time = lubridate::as_datetime(time))
saveRDS(dat_long, file = file.path(outputdir, "dat_long_main.RDS"))
dat_long %>% head(20) %>% knitr::kable(caption = "Binned cytometry data in long format.")
knitr::knit_exit()